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Project Overview We are seeking highly experienced Finance Professionals with strong financial modeling expertise and working knowledge of Python to support the evaluation and improvement of next-generation AI systems. This opportunity is ideal for professionals from Investment Banking, Equity Research, Corporate Finance, FP&A, Valuation, Financial Consulting, Private Equity, or related finance backgrounds who understand how professional analysts build, review, and interpret financial models. You will help evaluate AI-generated financial analysis tasks, review valuation methodologies, improve financial modeling workflows, and ensure AI systems accurately reflect real-world financial reasoning. This is a fully remote contract opportunity with flexible working hours and competitive hourly compensation. Key Responsibilities Review and validate AI-generated financial modeling tasks and analyst workflows Evaluate financial models for accuracy, logical consistency, and real-world applicability Assess concepts including: Discounted Cash Flow (DCF) Modeling Financial Statement Analysis P&L Analysis Balance Sheet Evaluation Cash Flow Modeling Comparable Company Analysis (Comps) Enterprise Valuation WACC Calculations Forecasting and Scenario Analysis Review and improve financial evaluation rubrics and scoring methodologies Identify modeling errors, incorrect assumptions, edge cases, and calculation issues Edit Markdown documentation and Python scripts when necessary Provide structured feedback to improve AI-generated financial outputs Collaborate through GitHub-based workflows and pull request reviews Document findings, recommendations, and best practices Required Qualifications Finance Expertise Professional experience in one or more of the following: Investment Banking Equity Research Corporate Finance Financial Planning & Analysis (FP&A) Valuation Advisory Private Equity Venture Capital Financial Consulting Strong understanding of: DCF Models Financial Statement Modeling Company Valuation Forecasting Budgeting Ratio Analysis Capital Structure Analysis Business Performance Evaluation Deep familiarity with US financial terminology, accounting standards, and analyst workflows Technical Skills Python proficiency required Ability to read, review, modify, and debug Python scripts Experience using GitHub, Git workflows, branches, commits, and pull requests Comfortable editing Markdown documentation Strong analytical and problem-solving skills Preferred Qualifications CFA, CPA, MBA (Finance), or equivalent professional qualification Experience building financial models in Excel and/or Python Experience reviewing financial training materials or assessment frameworks Familiarity with AI, LLMs, prompt engineering, or AI evaluation workflows Prior experience creating benchmarks, rubrics, or technical review systems Public GitHub profile or portfolio of financial modeling projects Why Join This Project Work directly on cutting-edge AI systems used for financial reasoning Influence how future AI models understand valuation and financial analysis Fully remote work environment Flexible schedule and task-based assignments High-impact role with long-term collaboration opportunities Exposure to advanced AI evaluation and benchmarking methodologies Compensation Hourly Rate: $60 – $100 USD/hour Compensation is determined based on experience, financial expertise, technical skills, and evaluation performance. Location Remote – Worldwide Application Requirements Please include the following in your proposal: Years of professional finance experience Finance specialization (Investment Banking, FP&A, Equity Research, etc.) Experience with DCF modeling, valuation, forecasting, and financial statement analysis Python experience level GitHub profile (if available) Resume, portfolio, or relevant project examples Any CFA, CPA, MBA, or related certifications Shortlisted candidates will be invited to complete a financial and technical evaluation as part of the selection process.
Project ID: 40468293
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16 freelancers are bidding on average $76 USD/hour for this job

⭐⭐⭐⭐⭐ Expert Finance Professional for AI Financial Modeling Review ❇️ Hi My Friend, Hope you are doing well. I just checked all of your project requirements and I can see you are looking for an experienced Finance Professional with strong financial modeling skills. You have no need to look any further as Zohaib is here to help you! My team is already doing 50+ similar projects for financial analysis and modeling. I will evaluate AI-generated financial tasks, review methodologies, and enhance workflows to ensure accuracy and real-world application within your budget. ➡️ Why Me? I can easily do your financial modeling review as I have 5 years of experience in investment banking, financial analysis, and valuation. My expertise includes DCF modeling, financial statement analysis, and cash flow modeling. Not only this, I have a strong grip on Python scripting and GitHub workflows, ensuring a comprehensive approach to your project. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing with you in chat. ➡️ Skills & Experience: ✅ Financial Modeling ✅ Valuation Analysis ✅ DCF Modeling ✅ P&L Analysis ✅ Cash Flow Modeling ✅ Financial Statement Analysis ✅ Python Scripting ✅ GitHub Workflows ✅ Scenario Analysis ✅ Business Performance Evaluation ✅ Error Identification ✅ Markdown Documentation Waiting for your response! Best Regards, Zohaib
$68 USD in 40 days
7.9
7.9

With my proven professional experience in finance, paired with my mastery of financial modeling, I am the perfect candidate to help evaluate and enhance next-gen AI systems within the realms of US Financial Modeling and Python. My 9 years’ background in Investment Banking, Corporate Finance, Private Equity, and Financial Consulting has honed my skills in vital areas including DCF Models, Financial Statement Modeling, Company Valuation, Forecasting, Budgeting, Ratio Analysis, and Capital Structure evaluation. These exact skills are central to ensuring the AI system accurately reflects real-world financial reasoning. My strong affinity for technology is well complimented by my proficiency with Python and experience using GitHub. I also have a knack for identifying errors and incorrect assumptions as well as creative problem-solving. Above all else, I share your passion for delivering high-quality output that impacts positively on the world of finance. Joining this project not only offers me a chance to leverage my experience but also an opportunity for valuable learning from your team expertise in AI evaluation. Let's collaborate to improve the accuracy and applicability of these advanced AI systems for finance. Together we can chart a course towards making comprehensive evaluations and robust benchmarks a standard in AI powered financial analysis systems.
$60 USD in 40 days
6.1
6.1

Hi, I have 7+ years of experience in financial analysis, financial modeling, valuation, forecasting, and analytical reporting, and I have also worked on similar finance and data analysis projects before. I’m comfortable reviewing DCF models, financial statements, scenario analysis, cash flow models, and valuation methodologies to ensure accuracy, consistency, and real-world applicability. I also have strong Excel and Python skills and experience handling data analysis workflows, interpreting financial outputs, and working with structured documentation. In addition, I’m comfortable with GitHub workflows, Markdown documentation, and technical reviews when required. This project is particularly interesting because it combines finance expertise with AI evaluation, and I’d be glad to contribute to improving the quality and reliability of AI-generated financial reasoning. Please open the chat for further discussion. Thanks & regards, Naresh
$60 USD in 40 days
5.4
5.4

AI systems often fail where human analysts win: handling implicit accounting conventions, edge-case cashflows, and ensuring consistency across the three financial statements. Without that, models pass syntactic checks but fail real-world valuation tests. I’d start by running a targeted review cycle: ingest AI-generated models (Excel/Python), run unit tests and scenario checks, compare outputs to benchmark DCF/Comps workflows, flag incorrect assumptions, and submit GitHub PRs with corrected Python snippets and Markdown guidance. I’ll also help refine rubrics to score logical consistency and real-world applicability. Recommended stack: Python (pandas, numpy), Jupyter for exploratory validation, pytest for model/unit tests, openpyxl/xlwings for Excel interoperability, GitHub PRs + Actions for CI, and plain Markdown for docs. For maintenance I’ll deliver modular test suites and versioned rubrics so evaluations scale with model complexity; I can work asynchronously and batch reviews to match your cadence. My rate: $80/hr; flexible for task-based assignments. Similar work: led development of Tax Plan Hero (US tax/P&L engine, Plaid integration, admin-configurable financial logic) — built, tested, and documented business logic for US filers and produced downloadable financial outputs. Quick question: do you provide canonical model templates/accounting assumptions (US GAAP) to use as the benchmark, or should I infer standards from sample models? If this fits, I can start with a 2-hour sample review.
$80 USD in 7 days
4.8
4.8

As an accomplished Finance and Accounting Expert with over 15 years of experience, I strongly believe I can bring immense value to this project. My expertise traverses several important domains, including Investment Banking, Corporate Finance, Financial Planning & Analysis (FP&A), and Valuation Advisory among others. This wide range of experiences gives me unique insight into professional analysts' financial modeling workflows—knowledge that would be invaluable in evaluating and improving the next-gen AI systems you envision. I possess in-depth familiarity with crucial financial concepts like Discounted Cash Flow (DCF) Modeling, Financial Statement Analysis, P&L Analysis, Balance Sheet Evaluation, Cash Flow Modeling, Comparable Company Analysis (Comps), Enterprise Valuation, WACC Calculations, Forecasting and Scenario Analysis. These critical skills are further complemented by my strong grasp of financial terminology, accounting standards, and analyst workflows—specifically tailored to the US market. On the technical front, my proficiency in Python is well-established. I am not only adept at reading, reviewing and debugging Python scripts but also highly experienced using GitHub—a tool we can employ to collaborate effectively. Moreover, my analytical ability coupled with a proven knack for problem-solving uniquely suits the task of identifying modeling errors, incorrect assumptions, edge cases and calculation issues—an imperative aspect of this endeavor.
$80 USD in 40 days
4.4
4.4

Hello! With a strong background in US financial modeling and Python, I am well-equipped to assist with your Remote AI Evaluation Project. I am confident in my ability to contribute effectively to this project and am eager to discuss further details with you. Looking forward to the opportunity to collaborate. Thank you!
$146 USD in 40 days
3.8
3.8

Hi, we are a team of 20+ AI/ML Engineers based in Delhi - have completed 300+ projects with 100% client satisfaction & long term association. I With over a decade of experience in the digital landscape, I have honed my skills as a data scientist and machine learning expert – the ideal combination for your remote AI evaluation project. Drawing from my background in software development, I have a deep understanding of Python – an essential tool in the comprehensive evaluation of complex, AI-generated financial analysis tasks. Additionally, I am well-versed with Git workflows on platforms like GitHub, ensuring smooth collaboration and effective documentation throughout the project. Finance firms trust me because I am fluent in multiple aspects of their world; Investment Banking, FP&A, Equity Research - I’ve been there. I understand how vital accuracy and logical consistency are when it comes to Discounted Cash Flow Modeling (DCF), Financial Statement Analysis, P&L Analysis and more. My keen eye for detail combined with strong analytical prowess will enable me to identify modeling errors and improve financial evaluation rubrics.
$60 USD in 40 days
3.8
3.8

Drawing on my extensive professional background in Finance, encompassing Investment Banking, Corporate Finance, and FP&A, I offer unique expertise that aligns perfectly with your project needs. With a profound understanding of DCF Modeling, Forecasting, and Valuation, I'm able to efficiently evaluate AI-generated financial modeling tasks as well as assess and improve valuation methodologies and financial modeling workflows for your next-gen AI systems. Moreover, my proficiency in Python and experience working with Git-based workflows make me well-equipped to review and enhance financial evaluation rubrics and scoring methodologies. I can also effectively utilize GitHub to collaborate seamlessly through pull request reviews, documenting findings, recommendations, and best practices along the way - ensuring efficient communication and a clear audit trail. My commitment to delivering quality work rooted in strong analytical skill is reflected on my Gupta Hub profile where I have received several positive feedbacks from clients on projects relating to DCF modeling, valuation, and financial statement analysis. My hourly rate is competitive yet flexible depending on the complexity of the task at hand. Given that this role offers long-term collaboration opportunities, I'm excited at the potential to contribute directly to cutting-edge AI systems used for financial reasoning by leveraging my adept financial knowledge and technical acumen.
$80 USD in 40 days
3.8
3.8

Hello, Here are my answers to your questions.. Years of professional finance experience - 15+ Years Finance specialization (Investment Banking, FP&A, Equity Research, etc.) - Bookkeeping, Equity Research, Financial Planning & Analysis, Financial Statement Modeling, Forecasting and Budgeting Experience with DCF modeling, valuation, forecasting, and financial statement analysis - Experience in forecasting, and financial statement analysis Python experience level - mid to high level experience GitHub profile (if available) - I have a GitHub account but nothing public yet Resume, portfolio, or relevant project examples - In my profile here Any CFA, CPA, MBA, or related certifications - No
$80 USD in 40 days
1.3
1.3

With over a decade of experience leading the architecture, development, and scaling of high-performance web platforms and AI-driven systems, I'm well-equipped to bring immense value to your next-generation AI system project. Having directly contributed to products raising millions of dollars post-launch, my work delivers tangible results that make an impact - a key aspect of this project. One benefit of working with me is my expertise in Python and its role in creating efficient financial workflows and models. Reviewing, evaluating, and improving financial models using Python scripts is not only familiar but enjoyable for me. Moreover, my knowledge and proficiency extend beyond just Python; from CFA to Venture Capital, I possess an extensive skill set highly aligned with your project requirements. I'm drawn to this project for its opportunity to work on cutting-edge AI systems used in financial reasoning and contribute towards shaping how they understand valuation and financial analysis itself. The compensation isn't the only driving factor behind my interest – I yearn for continuous learning opportunities and your project aligns perfectly in that aspect. At an hourly rate between $60-$100 USD per hour, you can be confident your investment will yield substantial returns. Thank you for considering my candidacy.
$80 USD in 40 days
0.0
0.0

With my extensive 20+ years of experience in Web Development and Programming, I have honed a sharp analytical mind that enables me to identify modeling errors, incorrect assumptions, and calculation issues in financial evaluation. Given that your project requires an experienced Finance Professional with strong proficiency in Python to evaluateand improve AI-generated financial analysis tasks and workflows, I believe I am the right fit for this important role. Throughout my career, I have always been highly skilled in manipulating and evaluating large amounts of data precisely and efficiently. Moreover, I bring with me deep familiarity with US financial terminology, accounting standards, and analyst workflows that you are looking for. As a previous Java Developer, I have developed Database Systems and Web Applications- mastering many vital finance skills such as DCF Modeling, Valuation, Forecasting,and Financial Statement Analysis. Additionally, my Python proficiency combined with my knowledge of using GitHub platforms puts me at an advantage for debugging Python scripts, editing Markdown documentation, working on Pull Requests as well as any areas needing improvement.
$60 USD in 20 days
0.0
0.0

Patna, India
Member since Oct 21, 2024
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