Refine FPL Optimiser Accuracy

@AwaisChaudhry

Hello! I understand you're looking to improve the accuracy of your Fantasy Premier League optimizer. The goal is to refine the existing algorithm without overhauling it completely. I’ll focus on enhancing search strategies by adjusting pruning methods, improving node ordering, and allowing for broader exploration. These changes aim to maintain a balance between runtime and solution quality, targeting a runtime of around 90 seconds for better outcomes. I’ll deliver an updated solver module that shows measurable improvements, provide detailed inline comments, and include a benchmarking script for you to validate the updates. What specific metrics or scenarios do you want to benchmark the improved solutions against? Thanks,

@a4logic

Hello, Using PHP as a key skill, my team at Our Software can confidently assist in refining your FPL Optimiser’s accuracy. With our extensive experience in data-driven web design and development, we pride ourselves on leveraging the latest technologies to produce results that not only meet but exceed expectations. It is this same commitment to excellence that we bring to every project we undertake, and yours would be no exception. One of your main requirements is to improve the search algorithm. Our expertise and past wins in algorithmic optimization provide us with the right skill set for this task. We have a keen eye for detail and enjoy digging into existing code to enhance functionality without losing sight of the original purpose. Building on your evaluation function, we will make strategic changes to improve state ranking, expand exploration, and rehabilitate node ordering and pruning, ensuring you get solutions closer to the true optimum. In addition to enhancing your solver module, our package also includes inline comments explaining what changes were made and why. We understand the importance of transparency and want to empower you with the ability to adjust parameters later if needed. Furthermore, we'll provide a benchmark script so you can reproduce results before-and-after runtime and evaluation scores easily on your end. Choose us for a project partner who considers not just programming objectives but also values open Thanks!

@LiveExperts

Hello, With a deep understanding of algorithms, data analysis, and data science, I can confidently take on the task of refining your Fantasy Premier League optimiser, delivering consistently closer-to-optimum solutions. The team at Live Experts has substantial experience in Python programming, including software architecture, giving me the ability to dig into your existing code while preserving the integrity of your evaluation function. We're no strangers to algorithmic optimisation and have a proven track record of squeezing extra accuracy out of an existing search routine. As well as this hands-on experience, I also possess strong theoretical foundations in Machine Learning (ML) and Mathematics which I believe will be valuable in improving the search strategy for enhanced results. Moreover, my skills extend beyond just coding as we are adept at producing concise technical notes and inline comments that detail modifications made, rationale behind them and highlight new parameters if needed. Additionally, we can provide you with a lightweight benchmark script for easy reproducibility of before-and-after results—with runtime and evaluation scores measured—so you can see the direct impact of my enhancements. Let's start discussions today to optimize your FPL Optimizer to reach its utmost potential! Thanks!

@dfordesigners

Hi Sam H. I’ve carefully read your project details "Refine FPL Optimiser Accuracy" and I’m confident I can deliver exactly what you’re looking for. With 5+ years of experience, 400+ 5★ reviews, and 500+ completed projects, I specialize in building high-performing websites, Shopify/WordPress solutions, and SEO-optimized platforms that drive real results. ★ Why Clients Choose Me Proven Track Record → 400+ reviews, 500+ projects Web Expertise → WordPress, Shopify, wix, Laravel, React, Vue.js, PHP, Python and more E-commerce & SEO → Store setup, payments, on-page SEO, performance boost UI/UX Design → Modern, responsive, conversion-focused On-Time & On-Budget → 96% timely, 97% within cost Reliable Support → Free 1-month help + long-term maintenance Secure Solutions → Backups, security & optimization Risk-Free Guarantee → No upfront payment. Pay only when satisfied, with full money-back assurance. If you want a professional developer who delivers on time, on budget, and stress-free, let’s connect. I’ll turn your vision into a secure, rapid, and growth-focused digital experience. Best regards, Kausar Parveen

@ZohaibRoy

⭐⭐⭐⭐⭐ Enhance Your Fantasy Premier League Optimizer for Better Solutions ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you're looking for an expert to improve your Fantasy Premier League optimizer. You don't need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for algorithm optimization. I can analyze your existing code, enhance the search strategies, and ensure better solutions without changing the evaluation function. ➡️ Why Me? I can easily enhance your existing optimizer as I have 5 years of experience in algorithm development, focusing on search optimization, data structures, and performance tuning. My expertise includes Python programming, algorithm analysis, and optimization techniques. I also have a strong grip on related technologies like caching and memoization. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. I'm looking forward to discussing this with you in our chat. ➡️ Skills & Experience: ✅ Python Programming ✅ Algorithm Optimization ✅ Search Strategies ✅ Data Structures ✅ Performance Tuning ✅ Code Analysis ✅ Caching Techniques ✅ Memoization ✅ Inline Documentation ✅ Benchmarking ✅ Evaluation Functions ✅ Technical Reporting Waiting for your response! Best Regards, Zohaib

@SBITServices

Hi, I will start by thoroughly analyzing the existing Python-based Fantasy Premier League optimiser code to understand the current search strategy and its limitations. I will then focus on refining the algorithm by implementing less aggressive pruning techniques, optimizing node ordering, and exploring broader search spaces without compromising run time. By revisiting pruning and termination criteria, improving state ranking and expansion, and enhancing the tree/graph traversal methods, I aim to significantly improve the accuracy of the solutions generated. I will ensure to maintain the current evaluation function integrity while enhancing the search algorithm. Let's discuss further to delve into the specifics of the project. Regards, Sai Bhaskar

@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

@DeveloperStation

Hi Sam, I’ve developed multiple web apps that use Python libraries like BeautifulSoup and Selenium to scrape data from various sources, including Amazon, eBay, and other e-commerce platforms. We’ve also built internal tools that leverage this scraped data to generate actionable insights for our clients. In your case, I see two key areas to focus on: improving the accuracy of the scraped data and ensuring that the data is consistently available. For example, if a product is out of stock, we need to decide whether to keep it in the database or remove it entirely. We can also enhance the product listing by adding more relevant attributes, such as product images, descriptions, and bullet points. Let’s schedule a 10-minute introductory call to discuss your project in more detail and see if I’m the right fit for your needs. I usually respond within 10 minutes. I’m eager to learn more about your exciting project. Best, Adil

@Rekhathakur

Hello I have thoroughly reviewed your project description and am confident in my ability to assist you in completing it successfully. I believe it would be highly beneficial to delve deeper into the specifics of the job to determine the most effective way forward. I am open to scheduling an interview at your convenience, and I genuinely appreciate the chance to collaborate with you on this project. Your response is eagerly anticipated, and I'm excited about the prospect of working together. Thank you for considering my proposal. Looking forward to your prompt reply! Best regards Rekha!!

@corpmember29

Hello, I’ve reviewed your requirements for refining the accuracy of your Python-based FPL optimiser, and I can help enhance the existing search strategy without altering your evaluation function. I am having 10+ years of experience in Python, algorithm optimisation, search trees, pruning strategies, memoisation, and state-space exploration—matching exactly the project concept you’re targeting. I WILL PROVIDE 2 YEAR FREE ONGING SUPPORT AND COMPLETE SOURC CODE, WE WILL WORK WITH AGILE METHODOLOGY AND WILL GIVE YOU ASSISTANCE FROM ZERO TO PUBLISHING ON STORiES. My approach will focus on improving node ordering, relaxing pruning rules where beneficial, enhancing beam search behaviour, adding caching for repeated states, adjusting termination criteria, and tuning exploration depth while keeping runtime within your ~90-second tolerance. I will deliver an improved solver module, clear inline documentation, a short technical note explaining each enhancement, and a benchmarking script showing before/after accuracy and performance. I eagerly await your positive response. Thanks.

@Feriver

Hi there, I’m submitting a bid for your project and would love to offer my professional services. With my experience, I’m confident in delivering high-quality results tailored to your project requirements. Feel free to message me to discuss the full scope and budget. View my Freelancer portfolio and client reviews: https://www.freelancer.com/u/Feriver Looking forward to connecting with you. Best regards, Asif Nawaz

@royalwebraisers

Dear Hiring Manager, I can enhance the optimiser by refining its existing search mechanics while keeping the evaluation function untouched, targeting higher-accuracy solutions within the 90-second budget. Implementation Approach: • Analyse current pruning, branching, and termination rules to widen the search while controlling state explosion. • Introduce smarter node ordering using heuristics, priority queues, and dynamic beam-width adjustments. • Add memoisation and state-caching to avoid redundant expansions and improve exploration depth. • Optimise data structures and batching to reduce overhead during tree/graph traversal. • Provide an updated solver module, inline notes, and a reproducible benchmarking script. Queries: • How many gameweeks should the optimiser consider in typical scenarios? • Any constraints on memory usage during broader search? • Should tunable parameters (beam width, cache size) be exposed via config? Thanks & Regards,

@hireageek

Hi there, I’m excited about the opportunity to refine your Python-based Fantasy Premier League optimizer! With my extensive experience as a top-tier freelancer based in California, I have successfully tackled similar optimization challenges before and received 5-star reviews for my work. I understand that your current solver is effective but could achieve even greater accuracy with adjustments to the search strategy. My approach will involve re-evaluating the pruning techniques and termination criteria while enhancing state ranking and tree traversal mechanisms. I’ll ensure the evaluation function remains intact while delivering a refined algorithm that optimizes performance within your specified runtime constraints. I’m looking forward to diving into the existing code and implementing these enhancements. Let’s discuss how we can take your project to the next level! What specific metrics or benchmarks do you currently use to evaluate the accuracy of the solutions generated by your optimizer?

@Apurva510

Hi As a seasoned developer with extensive experience in both PHP and Python, I am confident I can meet and exceed your expectations for this project. From launching successful full stack applications to managing large-scale databases, I have consistently delivered effective and efficient solutions. Whether it's optimizing search algorithms or refining evaluation functions, algorithmic optimization has always been one of my key strengths throughout my 7+ years. In addition to my full stack expertise, I've also worked on various optimization projects that required squeezing maximum accuracy potential out of existing algorithms. This has given me an intimate understanding of the mindset required for your project. I know that you're not asking for a total overhaul but need someone who can fine-tune what you already have. When we work together, be assured that no stone will be left unturned in finding those extra accuracies within your cloud set up. My proficiency in technologies like AWS services combined with an eagle eye for detail will guarantee us moving closer to those true mathematical optima, without exploding runtime. Don't just settle for good enough—choose me to deliver the best possible version of your FPL optimiser FYI: My Python-based Fantasy Premier League optimiser already generates legal transfer plans and scores them with a well-tested evaluation function. So let's make your algorithmic optimization desires a reality Thanks....

@abhisaini0188

Hello, Thank you so much for posting this opportunity. It sounds like a great fit, and I’d love to be part of it! I’ve worked on similar projects before, and I’m confident I can bring real value to your project. I’m passionate about what I do and always aim to deliver work that’s not only high-quality but also makes things easier and smoother for my clients. Feel free to take a quick look at my profile to see some of the work I’ve done in the past. If it feels like a good match, I’d be happy to chat further about your project and how I can help bring it to life. I’m available to get started right away and will give this project my full attention from day one. Let’s connect and see how we can make this a success together! Looking forward to hearing from you soon. With Regards! Abhishek Saini

@paul612

Drawing from my profound experience over two decades, I can guarantee the utmost quality enhancements to your Python-based Fantasy Premier League (FPL) optimiser. With expertise in Algorithm, Data Analysis, and Mathematics coupled with my robust software development skills in PHP and Python, you can count on me to significantly improve your existing core logic. I'll take a close look at pruning and termination criteria, ranking and expanding states, tree/graph walking, beam search and other techniques to ensure not a single higher-scoring plan is left unexplored. Tailored improvements are my forte. Rather than implementing wholesale changes, my focus is to refine what's already working well. I’ll then lay everything out for you with inline comments and a technical note outlining adjustments made and why - ensuring you have complete control for future modifications if needed. Lastly, I understand that increasing run time upto 90 seconds is acceptable as long as it buys us significantly better solutions. Rest assured that time efficiency will remain a priority throughout this process; leveraging the diverse skillset of low-code platforms like DevOps to maxmimize the optimisation strategy. If you're looking for someone who enjoys algorithmic optimisation and has consistently achieved wins in squeezing extra accuracy out of existing search routines as you do - let's dive into this project together!

@teodorgeorge

Hi Sam, I understand your goal to enhance the FPL optimiser's search algorithm to achieve solutions closer to the true mathematical optimum while allowing a longer runtime of up to 90 seconds. With experience in combinatorial optimization and performance tuning in Python, I can refine the existing search strategy by improving pruning, node ordering, and exploring the state space more broadly without replacing your evaluation function. I will provide a clear technical note on all changes and a benchmark script for reproducibility to ensure measurable improvements. Thanks,

@koolvishruth

With over 7 years of experience in software development and a strong focus on machine learning and optimization, I am confident I can improve your existing Fantasy Premier League (FPL) optimiser to generate more accurate results. My expertise lies in refining existing algorithms, which aligns perfectly with your requirement of enhancing the search strategy to get closer to true mathematical optima. Let’s connect

@djsmoothy

Hello, You’ve already got the hard bits in place—a legal-transfer generator and a solid evaluation function—and what you really want now is someone to squeeze more EV out of the same logic by treating the search like a proper optimisation engine instead of a quick heuristic. I’ve done exactly this kind of work on other combinatorial planners (sports scheduling, trading strategy search, and move planners): profiling the existing tree/graph walk, opening up pruning where it’s prematurely cutting off good lines, re-ordering nodes by smarter heuristics, and adding memoisation/beam-search style expansions so we explore more high-value branches without blowing past your ~90s budget. Do you already have a small set of “ground truth” or near-optimal transfer plans you use for comparison, or should the benchmark script rely on your current solver as the baseline only? Is your current solver structured more like depth-first search, best-first, or beam search right now, and are you open to adding an optional random tie-break component to avoid getting stuck in the same local optima every run? Best regards, Tayo.