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AKASH4671/README.md

Hi, I'm Akash Ghosal ๐Ÿ‘‹

๐Ÿš€ Aspiring Finance Professional | ๐Ÿ’ป AI/ML Enthusiast | ๐Ÿ“Š Quant-Inclined | ๐ŸŽฏ Focused on Investment Banking, Private Equity & Hedge Funds


๐ŸŽ“ Academic Journey

  • ๐Ÿง  B.Tech in Computer Science
  • ๐Ÿง  ME in AI & ML
  • ๐Ÿ“˜ Incoming MSc in Finance (Fall 2026)
  • ๐Ÿ’ผ Transitioning from Tech to High-Finance with Quant + Analytical Foundations

๐Ÿ’ก My Focus Areas

  • Investment Banking | M&A | LBOs
  • Private Equity | Hedge Funds | Quantitative Strategies
  • Financial Modeling, Valuation, Portfolio Optimization
  • AI/ML Applications in Finance โ€” Forecasting, Risk Modeling, NLP & Sentiment Analysis

๐Ÿง  Skills Snapshot

Finance & Tools AI / ML & Programming Productivity
Financial Modeling (DCF, LBO, M&A) (learning) Python, Pandas, NumPy, Scikit-learn Excel, PowerPoint
Valuation & Risk Analysis Machine Learning, Deep Learning Jupyter, Git/GitHub
Portfolio Theory, Sharpe Ratio Time Series (LSTM, ARIMA), Autoencoders LaTeX, Markdown(learning)
Bloomberg Terminal (BMC) NLP, Sentiment Analysis VS Code

๐Ÿ“‚ Projects

๐Ÿ’ป All projects are hosted on GitHub with detailed READMEs


๐Ÿ† Certifications

  • ๐Ÿ“˜ Financial Markets โ€“ Yale (Coursera)
  • ๐ŸŽ“ FMVAยฎ โ€“ Financial Modeling & Valuation Analyst (Upcoming)
  • ๐Ÿ’ผ Bloomberg Market Concepts (BMC)

๐Ÿ“Œ Goals (2025โ€“2030)

  • ๐ŸŽฏ Break into Investment Banking (M&A / PE Coverage)
  • ๐Ÿ” Transition to Private Equity or Hedge Fund within 2โ€“3 years
  • ๐Ÿ’ฐ Focus on High-Impact, High-Income Finance Roles

๐Ÿ“ฌ Connect With Me


Always building, always learning.

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  1. llm-alpha-earnings-calls llm-alpha-earnings-calls Public

    LLM-based analysis of earnings call transcripts to extract alpha signals and build a longโ€“short equity strategy.

    Jupyter Notebook

  2. Corporate-Strategy-and-Valuation-Analysis Corporate-Strategy-and-Valuation-Analysis Public

    Strategic corporate transaction analysis and valuation models across technology & semicondutor industries.