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colabre2020/README.md

Satya Panda - Portfolio

LinkedIn GitHub


๐Ÿš€ About Me

Experienced Data Scientiest, Business & Financial Analytics Expert with multiple years driving data-driven decision making across Fortune 500 organizations. Recently completed MS in Business Statistics & Financial Analytics (4.00 GPA) with specialization in financial analytics, quantum computing, and generative AI.

๐Ÿ’ผ Impact Metrics

  • ๐Ÿ’ฐ $1.2B+ revenue generated through AI-powered financial solutions
  • ๐Ÿ‘ฅ 50M+ users served across global platforms
  • ๐Ÿ’ก $50M+ annual cost savings through analytics optimization
  • ๐ŸŽฏ 35+ cross-functional team members led across global markets

๐Ÿ”ฅ Featured Projects

Tech Stack: Python, Neo4j, LangChain, OpenAI, Vector Search

  • Developing novel Agentic AI systems integrated with Neo4j graph databases
  • Creating multi-agent coordination mechanisms for financial knowledge traversal
  • Implementing graph-enhanced RAG architecture with 40% improved query relevance
  • Innovation: Pioneering graph-based autonomous agent decision-making

Tech Stack: Python, LSTM, BERT, Weaviate, Streamlit, AWS

  • ESG-integrated stock prediction with 94% accuracy
  • Real-time sentiment analysis of financial news
  • Interactive dashboard for portfolio managers
  • Business Impact: 25% improvement in investment decision accuracy

Tech Stack: Python, cvxpy, pandas, plotly, Jupyter

  • Multi-objective portfolio optimization with ESG constraints
  • Monte Carlo simulations for risk assessment
  • Efficient frontier visualization
  • Business Impact: 15% better risk-adjusted returns

Tech Stack: Qiskit, Python, NumPy, matplotlib

  • Quantum algorithms for portfolio optimization
  • Hybrid classical-quantum risk modeling
  • Research project with 40% faster optimization
  • Innovation: First quantum-enhanced financial forecasting model

Tech Stack: React, D3.js, Python Flask, Redis, WebSocket

  • Live market data visualization
  • Real-time risk monitoring
  • Interactive financial charts
  • Performance: Sub-second latency for 1M+ data points

Tech Stack: React Native, TensorFlow.js, Firebase

  • Personal finance optimization
  • AI-powered spending insights
  • Goal-based financial planning
  • User Impact: 30% improvement in savings rate

๐Ÿ› ๏ธ Technical Skills

Programming & Analytics

Python R SQL Java JavaScript

Machine Learning & AI

TensorFlow PyTorch Scikit-Learn OpenAI

Data Visualization & BI

Tableau Power BI Plotly D3.js

Cloud & Databases

AWS Google Cloud PostgreSQL MongoDB


๐Ÿ“Š GitHub Statistics

GitHub Streak

๐Ÿ† Achievements & Recognition

๐ŸŽ“ Academic Excellence

  • Outstanding Student Award - University of New Haven (2024)
  • 4.0 GPA - MS Business Statistics Program
  • Research Excellence - Quantum CT Challenge (2024)

๐Ÿ… Industry Awards

  • Innovation Award Winner - INTUIT (1st out of 156 teams)
  • Service Ninja Challenge Winner - INTUIT
  • Digital Transformation Leader - IBM

๐Ÿ“ Publications

  • "ESG-Integrated Financial Forecasting using LSTM-BERT Architecture" - Under Review
  • "Quantum Computing Applications in Portfolio Optimization" - Quantum Finance Research (under review)
  • "Analysis in Patient Treatment using ML, DL techniques" - Web4All Conference (2020)

๐Ÿ“ˆ Activity & Contributions

Recent Activity

  • ๐Ÿ”ฅ 50+ commits in the last month
  • ๐Ÿ“ 15+ repositories actively maintained
  • โญ 100+ stars received across projects
  • ๐Ÿค 25+ contributions to open source projects

Research Areas

  • ๐Ÿงฎ Quantum Computing in Finance
  • ๐ŸŒฑ ESG Analytics & Sustainable Finance
  • ๐Ÿค– AI/ML for Financial Services
  • ๐Ÿ“Š Advanced Statistical Modeling

๐ŸŽฏ Current Focus

๐Ÿ”ฌ Research Projects

  • Quantum algorithms for portfolio optimization
  • ESG-integrated financial forecasting models
  • Generative AI for automated financial reporting
  • Real-time risk analytics using graph databases

๐Ÿ’ผ Open for Opportunities

  • Senior Business Analyst / Financial Analyst roles
  • Director of Analytics / VP of Financial Analytics
  • Chief Data Officer positions
  • Quantitative Research roles in investment firms
  • Consulting in analytics and financial modeling

๐Ÿ“ซ Let's Connect!

I'm always interested in discussing:

  • ๐Ÿ“Š Advanced analytics and statistical modeling
  • ๐Ÿ’ฐ Financial technology and fintech innovations
  • ๐Ÿค– AI/ML applications in finance
  • ๐Ÿ”ฎ Quantum computing in financial services
  • ๐ŸŒฑ ESG analytics and sustainable finance

Feel free to reach out for collaborations, opportunities, or just to chat about data science and finance!


๐Ÿ“š Learning Resources

Check out my curated list of resources for aspiring data scientists and financial analysts:


Profile views

๐ŸŒŸ Thanks for visiting my portfolio! ๐ŸŒŸ

Feel free to star โญ any repositories you find interesting!

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  4. Agentic-E-Commerce-Platform Agentic-E-Commerce-Platform Public

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