Python portfolio analysis työt
Dataset + python + finance concepts
in attached ....................................................
Hello, U.S. Bank is seeking an accomplished Principal Network Engineer, with multi-network (z/OS and Mainframe) technologies and technical leadership experience. to contribute toward the success of our technology initiatives. The Mainframe Network Systems Programmer is responsible for the analysis, development, modification, installation, testing, and maintenance of operating systems software. Supports network protocols for the mainframe. Working experience 10 + yrs. With managing day-to-day delivery of satisfactory network services to clients. Mandatory: Key Skills: Mainframe, VTAM, TCPIP, zSeries, TN3270, IBM3270, TPX, z/OS, FTP-ATTLS. If interested Pls share resume on LinkedIn Thanks-Uday/US Bank
I am in need of 2 logos for my company. One will be the primary logo and the other a secondary logo. The primary logo will be used across all my online platforms such as website and social media. Requirements: 1. Fun & Quirky Style: I am looking for a designer who can create 2 logo...quirky style. The logos should reflect a sense of playfulness and vibrancy that resonates with my target audience. 2. Online-Friendly: The primary logo should be optimized for online use. It should be easily recognizable and visually appealing even in smaller sizes. Ideal Freelancer: - Proven experience in creating fun and quirky logos. - Skilled in designing for online platforms. - Strong portfolio showcasing relevant work. - Able to deliver high-quality, unique designs that capture the essence ...
I am seeking a proficient R programmer to assist with the evaluation of statistical significance in a large dataset. This project will involve data cleaning processes to address missing data, outliers, and unbalanced classes from CSV files. An in-depth understanding of advanced analytics and R programming is needed. • Proficiency in R language • Experience handling CSV files • Strong ability with data cleaning methods (dealing with missing data, accurately identifying outliers, working with unbalanced classes) • Expertise in evaluating statistical significance The selected candidate should not only have technical expertise but also the ability to interpret data and present findings in a clear, concise manner. This project shall pave the way for consequential decision ...
Looking for an experienced data scientist with a strong background in trading or stock market data analysis. Your tasks will revolve around data analysis and visualisation, along with other key data science responsibilities. Contract duration: 3 months to 15 months Position open: 2 Data scientists Key Responsibilities: - Perform data analysis and visualisation on trading or stock market data - Use your data science skills to provide valuable insights - Ensure the accuracy and efficiency of your predictive modeling Ideal Skills and Experience: - Proven experience in trading or stock market data analysis - Proficiency in Python, R, and SQL - Strong analytical and problem-solving skills - Prior experience with predictive modeling and algorithm developmen...
I'm starting a business in the financing/lending industry specifically around Exotic and Collector Cars. I need a comprehensive market research and Total Addressable Market (TAM/SAM/SOM) analysis specifically focusing on the exotic automotive lending industry. Key Points: - Industry Focus: Exotic Automotive Lending - Information Required: - Market size and growth potential - Competitor analysis - Customer demographics and preferences Target Audience: - High net worth individuals - Car enthusiasts - Exotic car dealerships Ideal Freelancer: - Proven experience in market research and TAM analysis - Specific experience within the automotive or lending industry would be a plus - Ability to synthesize data and provide actionable insights - Understanding of the...
I need an expert in Python and Arduino (C++) code. The main task is to correct the Arduino code I already have. Currently, I am sending in string containing 80 characters or so like (<4, 100, 30, 200, 15, 100, 15, 20, 10>), from Python to arduino, however arduino is receiving 0 as the values for the ending like like (<4, 100, 30, 200, 15, 100, 0, 0, 0>). In the serial monitor it does receive the correct values. Here's what the job requires: - Review and correct the current Arduino code - Arduino MUST receive the correct values sent from Python - Adequate understanding of Python as values are sent from Python - Ability to provide suggestions for improvements would be a plus Ideal skills and experience: - Strong proficiency in Python...
...designer who specializes in modern logo design. The ideal candidate must have extensive experience and a strong portfolio of modern designs. Specific color preferences have not been decided upon yet, leaving room for creativity. The design elements have not been set in stone, I welcome creative ideas that can enhance the overall aesthetic of the logo. Skills: - Proficient in modern design techniques - Creativity and versatility - An understanding of color theory - Ability to design from conceptualization to the final product - Attention to detail Experience: - Proven work experience as a Graphic Designer or similar role - Proven graphic designing experience - A strong portfolio of illustrations or other graphics - Familiarity with design software and technologies Pl...
Procuro alguém que fale português, que tenha experiência com a criação de lojas online em woocommerce e com migração de sites. Preciso criar o meu site de raiz em woocommerce (neste momento está feito em Python). Utilizando products add ons, porque os meus produtos são personalizados pelo cliente. Eu posso criar produtos e tudo resto. Preciso de ajuda na hora de montar o site, fazer as integrações dos pagamentos, sistema de envios e facturação. E para cuidar da migração do site, não deixando que a relevância no Google baixe: redirecionamento 301, links internos, estruturar novas url, atributo <strong>….
I'm seeking a creative and experienced graphic designer to help us refresh our existing business' brand and design a new logo to match. Key Requirements: - Logo Style: I'm particularly interested in a modern, ...of blue, sunshine, popcorn, with a plain and interesting twist. This should embody the essence of our business in a sleek and current manner. - Color Scheme: The logo should predominantly feature the color blue, while ensuring the other elements are subtly incorporated. The ideal candidate will have: - Extensive experience in graphic design, particularly in brand and logo design. - A strong portfolio of modern and minimalistic designs. - Proficiency in translating business concepts into visual elements. - Excellent communication skills to ensure our vision i...
I'm looking for an expert to revitalize my company's logo; it's become outdated and we need a fresh look. I'm interested in a traditional, timeless design infused with earthy color tones. We are a ranch resort property located outside of Jackson Hole Wyoming. There are certain aspects of the logo I do not want manipulated ...Skills/Experience: - Expertise in timeless design elements - Proficient in working with earthy color schemes - Excellent track record in logo redesign projects Considerations: - Keep style traditional and timeless - Employ an earthy color scheme - A modern and neat representation delivering same brand message - Usability across various media i.e. online, print, merchandise etc. is important. Your portfolio showcasing similar projects will ...
I'm looking for a talented artist to design a realistic cover for a song that reflects global situations. The work should encapsulate these key elements: - A globe or world map - Hands reaching out - Symbol of unity or harmony I envision an image that communicates a clear message about universal love and harmony. The artwork must not only match the s...unity or harmony I envision an image that communicates a clear message about universal love and harmony. The artwork must not only match the song's theme but also enhance its message. Ideal candidates should have: - Proficient experience in realistic artwork - Expertise in symbolism, preferably related to global unity - A keen eye for detail to create a compelling song cover Please provide a portfolio of similar artwork ...
I'm in need of a Kajabi professional to set up my site for information and resources provision. The main goal of this project is to provide a simple, user-friendly platform where users can access the following: - Home Page: This will be the landing page for the site, offering a general overview of the content and services available. I need this to be clean, pro...site to be integrated with a payment gateway. The setup should be seamless and secure, to ensure a smooth user experience when purchasing these offerings. Ideal skills and experience for this job would include: - Kajabi web design and development - E-commerce setup and payment gateway integration - Understanding of user experience and information architecture Please only apply if you have a portfolio demonstratin...
...CAD software and 3D modeling tools necessary for creating detailed and accurate design representations. -Ability to translate basic frame structures into highly aesthetic and functional designs. -Strong understanding of the mechanics involved in the product to ensure design feasibility and functionality. -Excellent communication skills to effectively collaborate with an interdisciplinary team. -Portfolio that includes sleek, high-tech product designs, preferably with experience in motion platforms or related fields. Deliverables: -Initial design concepts and sketches based on the provided prototype frame within the first week of engagement. -Detailed CAD drawings and 3D models following the approval of initial designs. -Final design files ready for manufacturing, including deta...
...original and exceptional portfolio. This portfolio will primarily serve to showcase previous work. Key Requirements: - Expertise in Graphic Design, User Experience Design, and User Interface Design. These skills are critical to the project, and I am particularly interested in a mix of these integrated smoothly in the portfolio. - The chosen designer should have a keen aesthetic sense catering to minimalist, modern, and vibrant styles. The portfolio should reflect these elements throughout, balancing each aspect harmoniously. Ideal Skills & Experience: - Proven experience in UI/UX and web design, particularly in creating portfolios. - Excellent graphical design abilities. - A keen eye for modern and minimalist style combined with vibrant touches. -...
...integrates seamlessly with other simulator components. -Produce detailed CAD drawings and 3D models that reflect a contemporary, sleek design style. Requirements: -Proven expertise in industrial design, specifically with experience designing metal product casings. -Mastery of CAD software and 3D modeling tools necessary for creating detailed engineering drawings and aesthetic visualizations. -Strong portfolio showcasing a flair for modern, sleek designs in metal, demonstrating an ability to merge durability with design elegance. -Comprehensive knowledge of metal materials and manufacturing processes applicable to product casing. -Excellent communication and collaboration skills to effectively interact with cross-functional teams and manage project deliverables. Deliverables: ...
The objective of my project is to construct a comprehensive Regenerative Augmented Generation (RAG) model, bolstered by invaluable internal company data, which I will provide. Specifically, I'm targeting: - The expertise to conver... Specifically, I'm targeting: - The expertise to convert raw data inputs into a functional RAG for superior strategic decisions. - Fluency in managing and synthesizing large datasets. - Demonstrated success in previous related projects. Suitable freelancers should showcase: - Relevant experience in building RAG models. - Proficiency in handling vast internal company datasets. - Strong data analysis and interpretation skills. - Ability to maintain confidentiality of the company's internal information. Looking forward to collaborating ...
...Baldev, I am a full-stack certified Magento 2 developer with 5+ years, I specialize in optimizing Magento 2 stores plagued by performance issues, database errors, and configuration conflicts. With extensive experience, I'll swiftly identify bottlenecks causing slow performance, rectify database errors, and resolve configuration conflicts for seamless operation. My approach involves meticulous analysis and targeted solutions to ensure optimal performance. Past projects demonstrate my proficiency in Magento 2 optimization, database management, and problem-solving. Trust me to elevate your store's performance and stability, providing tangible results. Let's collaborate to restore your Magento 2 store to its peak efficiency and functionality. Moreover, My experience...
I am seeking an experienced web developer to create a professional portfolio website for me. - The primary goal of this website is to showcase my work to potential employers or clients. - The ideal number of pages for the website would be between 5-6. - The design should be clean, modern and easy to navigate. - I would like to have a content management system that allows me to easily update the site with new projects. The ideal candidate would have a strong portfolio of previous work, particularly in portfolio website development. They should be proficient in relevant programming languages and platforms, and have a good eye for design. Good communication skills are also important to ensure that the final product meets my expectations.
...structures. -Proficiency in CAD software and any relevant design tools necessary for rendering and creating detailed manufacturing drawings. -Strong understanding of manufacturing processes and materials. -Ability to work independently and creatively to deliver new and unique design solutions. -Excellent communication skills to ensure clear understanding of project requirements and updates. -Portfolio of previous work that showcases your ability to innovate and design complex products. Deliverables: -Initial design concepts based on requirements within the first week of engagement. -Refined designs and CAD drawings ready for review and adjustments. -Final detailed CAD drawings and specifications for manufacturing. If you are passionate about design innovation and have a knack ...
...it delivers excellent results. - fix video with voice over, remove shaking and stabilise video - The ability to add existing prerecorded song to the video, and focusing on the transitioning in the scene - making it lively and entertaining for a young audience.. - Ensure the video is suitable and safe for internet posting, particularly on YouTube. Qualified individuals should show a strong portfolio in videography and editing. Prior experience in creating child-oriented content is a bonus. Link to we transfer video I will transfer song via WhatsApp...
I'm looking for a professional photo editor to implement a realistic addition of a person from one JPEG image into the background of another JPEG image. It's crucial that the person added looks as natural and as originally part of the photo as possible. The location in the background where the person should be added will be specified. Skills and Experience ne...natural and as originally part of the photo as possible. The location in the background where the person should be added will be specified. Skills and Experience needed: * Expertise in realistic photo editing * Familiarity with JPEG image formats * Ability to follow specific instructions for the placement of the person being added * Proven track record of similar photo editing projects in a portfolio (or provide...
I am building a structure for trade show display that needs to hold framed art work. The walls are C shaped and are 10 ft tall. I am going to be building the walls out of 2x4's w 1/4 wood panels for the walls. There is no way to attach the walls to the floor of the venue. I just need to make sure the walls are supporting each other and the weight of the paintings. I don't need a structural diagram constructed, I just need some guidance.
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I'm on the lookout for an innovative graphic designer who can aid me in creating a wordmark and logo for my brand. This is for a cafe that serves beverages and snacks. Although I don't have specific concepts, colors, or elements in mind, I remain open to your creative su...for you to showcase your designing prowess but I would like to keep it simple, modern and fresh. If you could also play around with the word ‘double’ that would be a plus! - Collaboration: I'm looking forward to working closely with you to explore and refine your ideas. Ideal candidates will have extensive experience in graphic design, particularly in creating logos and wordmarks. A strong portfolio demonstrating your creative skills would be a plus. Bring your ideas to life and creat...
I'm seeking a talented designer with a knack for creating trendy, unique streetwear t-shirts. The designs should lean towards minimalism, but also encompass graphic elements and occasional text. The primary target audience for these t-shirts is young adults. Key Responsibilities: - Create str...Apply a minimalist aesthetic with a mix of graphic and text elements - Ensure designs are trendy and unique - Understand and cater to the tastes of young adults Skills and Experience: - Proven experience in streetwear design - A good understanding of minimalist design principles - Ability to create unique and trendy designs - Familiarity with designing for the young adult demographic - Strong portfolio showcasing relevant work - Excellent communication skills to understand and interpre...
Only Experience React developer who are available right now for remote session for together working. . I'm looking for a skilled web developer who can fix website with React and spring. Key requirements: - A multi-page website Experience. - Expertise in React: You sho...Strong UI/UX design skills: You should be able to design and develop an attractive and user-friendly website that is easy to navigate and visually appealing. Ideal skills and experience: - Proven experience in developing multi-page websites with React. - Strong UI/UX design skills. - Ability to create responsive web designs If you're a skilled React developer with a strong eye for design and a portfolio that demonstrates your ability to deliver engaging, multi-page websites, I'd love to hear from yo...
I am in need of a specialist to read less than 10 patents and understand their claims. These patents are all in the medical field. Essential Skills & Experience: • Strong background in patent analysis • Familiarity with medical patents • Proficient understanding of patent claims • Experience identifying potential infringements is a plus Your main task is to give me a plain-language understanding of the patent's claims. This will help me to better understand what is being protected and how these patents could potentially impact our work. When bidding for this project, please demonstrate your experience in related tasks. I am looking forward to a successful collaboration.
I'm on the hunt for an experienced photo editor with expertise in facial enhancement and overall image quality improvement. Your tasks would include: - Cropping and resizing ima...image quality. - Applying filters and effects for a creative touch. Specifically, the facial editing should focus on: - Removal of wrinkles and blemishes to create a smooth look. - Enhancement of the complexion for a healthy skin tone. Candidates with proven experience in beauty & fashion photo editing and proficiency in photo editing software such as Photoshop will be given priority. Your portfolio demonstrating similar projects will play a significant role in the selection process. I can provide what I want the photos to look like from FaceTune but I need them high res so the images are not ...
I am in need of a highly skilled developer who is well-versed in Pine Script Skills and Experience: - Proficient in Pine Script development for TradingView. - Strong understanding of various Pivot calculation methods - Prior experience in developing custom trading indicators is highly preferred. - Good understanding of trading and technical analysis concepts. Please ensure that you have the relevant experience and a comprehensive understanding of the project requirements before bidding.
I'm venturing into a new enterprise and I'm in need of a creative and experienced freelance watch designer. Specifically, I'm looking to launch a modern, minimalist chronograph watch that will be powered by the ST1901 Movement. Your main task will be: - ...design has to incorporate basic chronograph features, staying true to the functionality of the ST1901 movement. Ideal skills and experience: - Extensive background in watch design, preferably with chronographs - Familiarity with ST1901 movement or similar mechanical movements - Proficiency in 3D modeling and rendering tools - Strong understanding of modern minimalist design principles Your portfolio showcasing previous watch designs is essential for evaluation. Looking forward to launching this new enterprise ...
I'm in need of an experienced graphic designer who can create a captivating flyer aimed at a youth audience. The flyer will be used to promote our upcoming event and needs to be visually appealing and engaging to attract our target demographic. Key Requirements: - Proficient in print design with a strong portfolio that showcases previous flyer designs - Experience in creating designs specifically tailored for youth audience, with a good understanding of current trends and preferences - Adept at using design software to create high-quality, eye-catching visuals - Ability to work to a tight deadline without compromising on quality - Strong communication skills to understand and incorporate my feedback into the design process If you have experience working on similar projec...
I'm seeking a proficient Shopify developer to create a unique, custom design for my e-commerce store. The design should be identical to a specific site that I will provide as a reference. Key Responsibilities: - Develop a c...e-commerce store. The design should be identical to a specific site that I will provide as a reference. Key Responsibilities: - Develop a custom design for my Shopify e-commerce store that mirrors the reference site - Ensure the design is visually appealing, user-friendly, and optimizes the shopping experience Ideal Skills and Experience: - Proficiency in Shopify development, with a strong portfolio of custom designs - Ability to replicate a design from a provided reference - Strong eye for design and detail, ensuring the site is user-friendly and vis...
...skilled web developer to build and manage a website promoting my voiceover services. The site is geared towards both business entities and individual clients. Project Needs: - A perfect blend of creativity and technical knowledge to create an engaging online presence. - The ability to design, implement and maintain a portfolio showcase section and a contact form. Ideal Skills and Experience: - Proven experience in web design and development, especially with portfolio-type websites. - Excellent understanding of B2B and B2C audience needs and how to design & customize a web presence accordingly. - Experience integrating and maintaining contact forms. - Focusing on user experience to ensure seamless navigation and information accessibility. This role could lead to...
I need a skilled Figma designer to create and refine the design for my website for public heating company. The site should be engaging and informative to our customers, offering them the right information as well as an easy way to interact with our services. Key Features: - About the company and its history - Overview of the services we offer - Energy-... ensuring that visitors can easily find the information they need. It should also be optimized for search engines and mobile devices. I am looking for a designer who can bring my vision to life and create a website that reflects the professionalism and reliability of our company. Please provide examples of similar projects you have worked on in your proposal. Please include a link to your portfolio of previous Figma work in your...
I'm seeking a top-tier designer to craft a vector logo for my wine and cigars store with a modern aesthetic. The logo should equally represent wine and cigars, and reflect a sophisticated yet approachable style. Key Requirements: - Design a ...wine and cigars store with a modern aesthetic. The logo should equally represent wine and cigars, and reflect a sophisticated yet approachable style. Key Requirements: - Design a vectorial logo for a wine and cigars store in a rectangular format - Incorporate elements of grape vine and cigar - Use predominantly burgundy and white colours - The design should have a modern style Please send your portfolio, along with your rates and estimated timeline for the completion of the project. I'm excited to work together and create somethin...
I am currently in need of a proficient Excel expert capable of aiding me in data analysis for my investment data portfolio. The Ideal Candidate Should: - Have in-depth knowledge and experience in Excel, particularly in handling and managing large amounts of data with efficiency. - Be familiar with investment-related data and understand trends to aid in analysis. - Be able to demonstrate past work on similar projects, ideally in the investment sector. Project Scope: - The task involves in-depth data analysis of my investment portfolio which encompasses various types of data. - The freelancer will need to interpret and analyze the data using advanced Excel formulas and techniques. The successful freelancer should include their past work in their applic...
I require an expert in Python and Excel to assist with data analysis and manipulation tasks. The central focus will be: - Data Reshaping: You'll be transferring data from daily received *.xls files to a timeseries database. Tee database must be updated regularly, every day when one or more new datasets are available. - Data Cleaning: This involves improving the quality of data in our Excel files. Inaccuracies are often a result of missing data, which you'll need to identify and rectify. Key skills and experience needed: - Proficient in using Python with Excel for data analysis and manipulation. - Expertise in data cleaning, particularly in identifying and addressing missing data, double occurences, inconsistent datas - Experience in reshaping...
I'm looking for a VBA prog...with creating custom functions and macros for data analysis in Excel. Key Tasks: - Creating Macros: The project involves developing macros that can automate repetitive tasks and facilitate data analysis. - Building Custom Functions: I need custom functions to aid in data cleaning and manipulation, as well as report generation. Ideal Skills: - Proven experience in VBA programming, especially in Excel. - Strong background in automating tasks and data analysis. - Ability to develop custom functions for data cleaning and report generation. Output: - The generated reports should be in an Excel spreadsheet format, as well as a PDF document. Please provide samples of your previous VBA work, specifically any projects related to data ...
I'm looking for a professional proficient in AI search algorithms, specifically in-depth understanding of Depth-first search, Breadth-first search, and A* search. This expertise will be crucial for a Machine Learning project I’m working on. Requirements: - Proficient in Python - Strong knowledge and experience in implementing Depth-first search, Breadth-first search, and A* search algorithms - Experience in Machine Learning projects The freelancer should be skilled in the implementation of these algorithms in a Machine Learning context. I’m looking for someone with a proven track record in this area, as the effectiveness of these algorithm implementations is crucial to the overall success of this project. Your understanding of these algorithms and their applicat...
I'm looking to improve the SEO as...rankings. Tweaking the tags, meta descriptions, and overall content is expected. - Keyword Research and Analysis: A detailed keyword report with the recommended action plan would be beneficial to tune the content more aligned with the desired audience. For the ecommerce part, I did not specify any particular functionalities, so an open-minded approach to this vertical is anticipated. The project does not have any specific timeline and a well-thought, quality-rich solution would be preferred over a quickly implemented one. Ideal freelancer should possess strong skills in WordPress SEO, experience with on-page optimization techniques, and good knowledge in Keyword research and analysis. Knowledge of ecommerce functionalities in Word...
...Illustration: The ideal candidate should have a strong portfolio with a focus on creating engaging and informative infographics. - Understanding of Child Psychology: As the target audience is children, it's crucial that the illustrations are not only informative but also appealing to young minds. - Creative & Detail-Oriented: Your designs should be able to convey complex information in a simplified yet visually appealing manner. - Experience Working with Children's Content: Prior experience in creating content for, or targeted at, children is a big plus. - Strong Communication Skills: You should be able to understand and implement feedback to ensure we create a product that meets our collective vision. Please include relevant samples from your portfolio...
I need an eye-catching logo and label design for a new sauce product called Baja R...design is to make the product stand out on store shelves. **Key Points:** - The design should be bold and colorful. - The target audience for this product is young adults, so it should appeal to this demographic. If you win this contest, I'll also have an additional project for you - designing the website content. A successful applicant will have experience in: - Graphic design, with a strong portfolio of packaging and logo projects. - Understanding of branding and marketing, especially towards young adults. - Strong communication skills to understand and deliver on my vision for the brand. The pictures are Tepins. Very unique and spicy hot from Baja. Usually red and not black. Images ...
I'm launching a high-end cleaning company aimed at affluent homeowners and...should invoke a sense of opulence and style. (open to other secondary color schemes, feel free to include a secondary option) - I'm looking for a bold and dynamic approach to the logo. It should be striking, memorable, and reflective of the premium service my company will offer. To successfully take on this project, the ideal freelancer would have: - Proven experience in logo design - A strong portfolio showcasing bold and dynamic styles - A keen eye for detail and design aesthetics - Ability to understand and translate a brand's positioning into visual elements This project marks the beginning of a long-term branding process, so the successful freelancer could potentially be engaged for fu...
I'm seeking a proficient Python developer with experience in Flutter for my project's frontend - we're converting audio files into PDF format, with Gujarati language a key aspect. The audio files will be provided in both mp3 and m4a formats, each ranging from 5 minutes to almost 2 hours long. Essential Requirements: - Experience with Google Cloud Platform, our selected cloud service provider for this project. - Ability to handle audio-to-PDF conversion in both mp3 or m4a formats. - Aiding in creating a text-searchable PDF as a result of the conversion process. - Additionally, submit the text to elastic search database to make the text searchable database for future use. (PDF is minimal required and this is an optional requirement) - Google cloud / azure / aws can b...
I'm looking for a Python expert to help me build a simple yet effective project. I need a program that can scan barcodes of grocery items and then provide me with detailed information about these products. This information should include protein, calories, added sugar, and any other relevant nutritional facts. Key requirements: - The ability to scan barcodes effectively and quickly - Retrieving information about the scanned products from an online source - Displaying this information in an organized and easy to understand manner Ideal skills and experience: - Proficiency in Python - Experience in working with barcode scanning - Familiarity with web scraping for nutritional information - Ability to create a user-friendly interface
"I want to create a simple Python project that can scan grocery items and provide information about them, such as protein, calories, added sugar, and other nutritional facts."
