Vertex AI Search Expert -- 2

@AwaisChaudhry

Hi there, I’ve led enterprise AI search projects using Vertex AI Search with Gemini-style models to ground responses in real data. I will design a scalable search architecture for your social/e-commerce platform, handling both structured and unstructured data, and build Retrieval-Augmented Generation workflows to reduce hallucinations. I’ll create data pipelines with Dataflow, BigQuery, and Cloud Storage to feed and refresh indices, and I’ll fine-tune vector search, embeddings, and semantic understanding to boost relevance. I’ll architect agentic AI flows that perform multi-step tasks across data stores, and configure features like autocomplete, facets, and recommendations tailored to your users. You’ll get a clear, auditable deployment with privacy controls (VPC, Private Service Connect) and governance aligned to GDPR/HIPAA. Next steps: I can start after we align on data sources and privacy constraints; I project a 21-day MVP delivery with incremental improvements. Do you currently have Vertex AI Search deployed, and if so, what is the baseline? What data sources will feed the indices (BigQuery, Cloud Storage, Cloud SQL), and how fresh must the data be? What privacy/compliance requirements apply (GDPR, HIPAA) and how will data be accessed via VPC/Private Service Connect? What latency targets do you expect for search responses and RAG-grounded answers? Which Gemini model variants are planned for production, and what governance constraints exist? Do you require vector s

@LiveExperts

Hello, With 3+ years of experience as a machine learning engineer and a deep understanding of cloud solutions development and AI/ML principles, I am confident that the Live Experts team can deliver on all your Vertex AI Search project needs. We specialize in transforming ideas into reality, a skill-set that has helped us develop proficiency across different fields. Through our extensive work with Google’s Gemini models and search infrastructure, we have gained the mastery necessary to implement the enterprise AI search solution you require for your social media-eCommerce platform. Our familiarity with the Google Cloud Platform and the Vertex AI suite is unmatched, including specific skills in Vertex AI Search & Conversation, Vertex AI Studio, and Model Garden. We are adept at customizing search functionality via APIs and SDKs, building data pipelines with Dataflow, BigQuery, and Cloud Storage, as well as fine-tuning ranking and relevance using vector search (Matching Engine), embeddings, and semantic understanding. We understand that successful AI dployments in e-commerce platforms like yours necessitate privacy standards compliance such as HIPAA and GDPR. Our experiences working with these standards will ensure the search architectures we design are aligned with your data privacy requirements. I am available to discuss your project further and get started on delivering a top-tier enterprise AI search solution through Vertex's cap Thanks!

@ZohaibRoy

⭐⭐⭐⭐⭐ Vertex AI Search Expert for Enhanced AI Solutions ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and noticed you're looking for a Vertex AI Search Expert. Look no further; Zohaib is here to help you! My team has successfully completed 50+ similar projects focused on AI search solutions. I will design efficient search architectures and create data pipelines to enhance your platform's performance. ➡️ Why Me? I have over 3 years of experience in cloud solutions and AI/ML engineering, specializing in search engine principles. My skills include designing search architectures, optimizing data workflows, and fine-tuning ranking and relevance. I also have a strong grip on Google Cloud Platform and Vertex AI technologies, ensuring a comprehensive approach to your project. ➡️ Let's have a quick chat to discuss your project in detail. I’d love to show you examples of my previous work and how I can add value to your project. Looking forward to discussing this with you! ➡️ Skills & Experience: ✅ Google Cloud Platform (GCP) ✅ Vertex AI Suite ✅ Dataflow Development ✅ BigQuery Management ✅ Retrieval-Augmented Generation (RAG) ✅ Search Architecture Design ✅ API Customization ✅ SQL Data Modeling ✅ Data Privacy Standards ✅ Vector Search Implementation ✅ Prompt Engineering ✅ Semantic Understanding Waiting for your response! Best Regards, Zohaib

@OutsourceMan

⭐⭐⭐⭐⭐ We can help you design and deliver a production-grade Vertex AI Search solution tailored to your social media and e-commerce platform. CnELIndia, led by Raman Ladhani, has hands-on experience building enterprise search using Vertex AI Search, Gemini models, and vector-based retrieval on GCP. We start by assessing your structured and unstructured data and designing a scalable search architecture using Vertex AI Search, Matching Engine, and embeddings. Our team builds robust RAG pipelines grounded in BigQuery, Cloud Storage, and real-time feeds via Dataflow to ensure accurate, low-hallucination responses. We fine-tune ranking, relevance, and semantic search while enabling autocomplete, facets, and personalized recommendations. Raman leads the design of agentic AI workflows that orchestrate multi-step tasks across data stores using Gemini and Vertex AI APIs, with strong focus on security, VPC isolation, and GDPR-compliant deployments. We deliver end-to-end implementation, optimization, and knowledge transfer to ensure successful launch and long-term scalability.

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@efanntyo

Hi there Employer, Thanks for posting this exciting project on this platform. I am really thrilled to place my proposal to your project because I am too much familar with all skiles necessary to do your project - Java, UML Design, Software Architecture, NoSQL Couch & Mongo, Machine Learning (ML), Data Modeling, BigQuery, Prompt Engineering, AI Development, Vertex AI I am looking forward to starting your project right away. Thanks and regards

@Herculesz

Hi I can design and implement an enterprise-grade Vertex AI Search solution leveraging Gemini models, RAG pipelines, and vector-based retrieval tailored for your combined social-media and e-commerce platform. The core technical challenge is unifying structured and unstructured data into high-relevance search flows with minimal hallucination, and I solve this through Vertex AI Search, Matching Engine vector stores, and well-orchestrated Dataflow/BigQuery pipelines. I have experience customizing search relevance, embeddings, autocomplete, facets, and recommendation layers through Vertex APIs and SDKs. I can also design agentic AI behaviors that execute multi-step tasks across your datasets while respecting privacy and VPC boundaries. My background includes building secure GCP architectures with PSC networking and compliance guidelines like GDPR. I will deliver a robust search layer that scales with your platform and grounds LLM outputs in your enterprise data. Resume and project links can be shared upon request. Thanks, Hercules

@usamae

I am experienced in implementing enterprise AI search solutions using Google’s Gemini models and search infrastructure. With expertise in designing search architectures, optimizing RAG workflows, and developing data pipelines, I have successfully integrated Vertex AI Search in previous projects. Proficient in GCP and Vertex AI suite, I specialize in customizing search functionality, LLMs, and data modeling. My qualifications include 3+ years in cloud solution development and AI/ML engineering, making me an ideal candidate for this project.

@arzoof1

Hello, I am a Vertex AI Search specialist with hands-on experience implementing enterprise AI search solutions using Google’s Gemini models. I have successfully designed RAG workflows, optimized semantic search with Vector Search & embeddings, and built robust data pipelines using BigQuery and Dataflow for live projects integrating structured and unstructured data. I bring deep expertise in LLMs, prompt engineering, and GCP’s Vertex AI suite, delivering scalable, agentic AI systems that enhance search relevance and reduce hallucinations. I would love to bring this experience to your platform and ensure your AI search is fast, accurate, and seamlessly integrated. Best Regards, Arzoo Farooq

@sabaehsan

Greetings, I see you're looking for a Vertex AI Search Expert to implement an AI search solution using Google’s Gemini models for your platform, which combines social media and e-commerce. My approach would involve designing robust search architectures tailored for both structured and unstructured data, ensuring that the search is not only efficient but also relevant to your users. With over three years of experience in cloud solutions and AI/ML engineering, I have successfully built and optimized Retrieval-Augmented Generation workflows. This helps ground LLM responses in real data, minimizing inaccuracies. Additionally, my proficiency in Google Cloud Platform and the Vertex AI suite equips me to fine-tune search functionalities and develop data pipelines that enhance user experience through features like autocomplete and recommendations. I’ve integrated Vertex AI Search in previous projects, and I can share those links with you for reference. Best regards, Saba Ehsan

@JijoThomas2020

Hi, thanks for your job posting. I’m a Vertex AI Search specialist with hands-on experience delivering enterprise-grade AI search and RAG solutions on GCP using Gemini models. I’ve designed and implemented search architectures for both structured and unstructured data, supporting e-commerce catalogs and social-style content feeds with high relevance and low latency. My recent work includes building Retrieval-Augmented Generation pipelines grounded in BigQuery, Cloud Storage, and Datastore, significantly reducing hallucinations in LLM responses. I’m comfortable tuning relevance with embeddings, vector search via Matching Engine, custom ranking signals, facets, autocomplete, and recommendation logic. I’ve built end-to-end ingestion pipelines using Dataflow and BigQuery, and I routinely work with Vertex AI Search & Conversation, Vertex AI Studio, and Model Garden APIs. I also design agentic workflows that orchestrate multi-step reasoning across data sources while respecting privacy, VPC, and Private Service Connect constraints. I understand compliance requirements such as GDPR and HIPAA and design AI systems accordingly. I can share my resume along with live project links demonstrating Vertex AI Search integrations as requested. Best regards. Jijo

@vasudharao9

Hi, I am a Computer Science graduate from UC Berkeley with a specialization in Artificial Intelligence. I have more than 10 years of experience working in the AI/ML space. I can help you with this project. Message me to discuss this further. Thanks!

@KarthikTechCon

Hi, I'm Karthik, a technology entrepreneur with 10+ years of experience in AI/ML, cloud solutions, and full-stack development. I am highly proficient in building enterprise AI solutions using Google Cloud Platform (GCP), including the Vertex AI suite and its components like Search & Conversation, Vertex AI Studio, and Model Garden. I can help design and implement an enterprise-level AI search solution for your platform by leveraging Google’s Gemini models and search infrastructure. My expertise includes: Architecting search solutions for structured/unstructured data and building RAG workflows to enhance LLM responses. Optimizing search indices, embeddings, vector search, and ranking using BigQuery, Cloud Storage, and Dataflow. Fine-tuning AI systems to improve relevance, ranking, and semantic understanding for search tasks. Configuring search features such as autocomplete, facets, and recommendations tailored for e-commerce and social media. Implementing robust data privacy standards and configuring VPC and Private Service Connect to ensure secure and compliant AI deployments. I have integrated Vertex AI Search in several projects, and I’m happy to provide live links and my resume upon request. Let's discuss how I can contribute to your team’s success. Looking forward to your response! Best regards, Karthik Resonite Technologies

@MIndlabsAi6

Hello Ba, I am Vishal Maharaj, a Software Architecture expert with 20 years of experience in NoSQL Couch & Mongo, AI Development, and Java. I have carefully reviewed your requirement for a Vertex AI Search Expert and am confident in my ability to deliver a robust solution for your platform. I propose to design and implement enterprise AI search architecture using Google's Gemini models and search infrastructure. This will involve optimizing RAG workflows, developing data pipelines with Dataflow and BigQuery, and fine-tuning ranking and relevance using advanced search features. I will also configure search functionalities like autocomplete, facets, and recommendations for your e-commerce and social media needs. Please feel free to initiate a chat to discuss this project further. Cheers, Vishal Maharaj

@volodymyrkoval

Hi, I am excited about the opportunity to implement an enterprise AI search solution using Google’s Gemini models and Vertex AI Search for your platform. With over 10 years of experience in AI, I have a deep understanding of Google Cloud Platform, and I specialize in deploying complex search architectures that enhance data retrieval for both structured and unstructured data. My expertise includes building and optimizing Retrieval-Augmented Generation workflows, which minimizes errors in LLM responses by grounding them in enterprise data. I also have a proven track record in developing robust data pipelines utilizing Dataflow and BigQuery, ensuring data is efficiently fed into search indices. I’m confident I can fine-tune the features necessary for your e-commerce and social media integration, including ranking and relevance adjustments alongside advanced search features like autocomplete and recommendations. Let’s discuss how I can contribute to your project objectives. Thanks, Volodymyr

@billybryan98

Hello, I hope you are doing well. With several years delivering cloud-based AI search for enterprise platforms, I specialize in Vertex AI Search, Retrieval-Augmented Generation, and scalable data pipelines. I design architectures that fuse structured and unstructured data and ground LLMs (Gemini) in enterprise sources to reduce hallucinations. I’ve built end-to-end solutions using Vertex AI Search and the Matching Engine, applying embeddings and semantic ranking, along with data pipelines through Dataflow, BigQuery, and Cloud Storage. I’ve implemented autocomplete, facets, and recommendations for e-commerce and social content, and I’ve designed agentic AI workflows that perform multi-step tasks across data stores while maintaining privacy through VPC, Private Service Connect, and data governance. I can own this work from design to deployment, applying proven patterns to your social/e-commerce mix and delivering a robust, production-ready search experience with tuned relevance and reliable grounding. I guarantee smooth delivery and measurable improvements in search quality. Please feel free to contact me so we can discuss more details. I am looking forward to the chance of working together. Best regards, Billy Bryan

@Shrutibimpl

Hello, I will help you as your Vertex AI Search Expert to implement an enterprise-grade AI search solution for your social media and e-commerce platform. I will design the search architecture using Vertex AI Search to handle both structured and unstructured data. A core responsibility will be building and optimizing Retrieval-Augmented Generation (RAG) workflows, grounding the Gemini LLM responses in your enterprise data to eliminate hallucinations. I will develop scalable data pipelines (using Dataflow, BigQuery, and Cloud Storage) to feed and maintain the search indices. Furthermore, I will fine-tune relevance using Vector Search (Matching Engine) and semantic understanding, and configure e-commerce-focused features like autocomplete, facets, and agentic AI systems for complex tasks. 1) What is the highest projected number of total unique product SKUs that the e-commerce search needs to index? 2) What is the primary format of the unstructured data (e.g., social media posts, product reviews, knowledge base articles)? 3) What are the top three most critical data fields that need to be used as facets/filters in the e-commerce search UI? Thanks, Bharat Note: Regarding resume, you can check my profile & projects link, I can share you its images once you initiate the chat

@ianb65

As a well-rounded Senior Full-Stack Engineer and seasoned Google Cloud Platform (GCP) enthusiast, I bring an extensive skill set and 7+ years of software development experience, centered around trading automation and full-stack web and mobile development. My proficiency in building scalable and secure applications for diverse industries reflects my adaptability in integrating cutting-edge solutions - like Vertex AI Search, into complex environments, much like your platform. Equipped with an impressive background in cloud solution development alongside a knack for search engine principles, I assure you that I can design "agentic" AI systems coupling data accuracy with intelligent task execution across varied data stores. Furthermore, my expertise extends to configuring search features pertinent to your e-commerce and social media platforms like autocomplete, facets, and recommendations; an asset that will substantially harmonize systems within your company. So why not leverage my skillset? Let's improvise actionable ideas together!

@phpxpert89

Hello Ba A., I checked your project, and it looks interesting. This is something we already work on, so the requirements are clear from the start. We mainly work on Java, UML Design, Software Architecture, NoSQL Couch & Mongo, Machine Learning (ML), Data Modeling, BigQuery, Prompt Engineering, AI Development, Vertex AI We focus on making things simple, reliable, and actually useful in real life not overcomplicated stuff. Let’s connect in chat and see if we’re a good fit for this. Best Regards, Ali nawaz