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sibi-seeni/README.md

Hi, I'm Sibi 👋

Applied Data Science Graduate Student @ University of Florida

📊 Data Engineer & Researcher passionate about AI, ML, and Data-driven decision making
Focused on LLMs, Classic and Applied Machine Learning
Currently researching AI accessibility and interdisciplinary ML applications

Featured Projects

Prof-Dash

Engineered a FastAPI–React AI analytics platform for educators, integrating Whisper-v3 and LLaMA 3.3 for lecture transcription and topic analysis, with seamless REST–frontend sync and optimized SQL-based insights.

Financial Modeling of TSLA Options using ML on Black-Scholes

Built a Time Series model on 21k+ contracts with 11 financial features, achieving 46% MAPE improvement over regression using XGBoost and 1.8% better accuracy than a 3-layer Bi-LSTM model (built from scratch).

Sentiment Analysis of NFTs on Reddit

Developed Bi-LSTM with Word2Vec embeddings on 2M+ reviews, achieving 83.3% accuracy vs BERT-based transfer models.

Previous Experience

Certifications

  • Power BI Data Analyst – Microsoft
  • Orchestrating GenAI Workflows – DeepLearning.AI
  • Python & Pandas for Data Engineering – Duke University
  • Time Series Modeling – LinkedIn Learning

Tech Toolbox

Python MySQL Power BI Pandas Jupyter XGBoost PyTorch FastAPI Databricks

GitHub streak

Top languages

🤝 Let’s Connect

I’m always open to collaboration, research discussions, or data-driven product ideas.
Reach me at sibiseenivasan@gmail.com or connect on LinkedIn.

Pinned Loading

  1. professors-dash professors-dash Public

    AI-powered backend service designed to provide university professors with deep, actionable insights into their lectures. Uses LLMs like OpenAI Whisper v3 and Llama 3.3 to transcribe, analyze and st…

    Python

  2. qwen3-local-mlx qwen3-local-mlx Public

    Run the Qwen3 language model locally on Apple Silicon (M4/M3/M2/M1) using MLX. This project shows how to quantize, load, and chat with Qwen3-0.6B efficiently on macOS — all offline.

    Python

  3. TSLA_Option_Modeling_BS TSLA_Option_Modeling_BS Public

    Project to predict TSLA option prices through a 3-layer LSTM network trained on 21,000+ data points with 11 financial features (incl. Greeks). Values 100+ contracts using Black-Scholes, identifying…

    Jupyter Notebook 1

  4. nllb-localized-lang-translator nllb-localized-lang-translator Public

    Forked from Rohanbagulwar/Investigating-Multilingual-Safety-Discrepancies-in-AI-Systems

    A implementation of Meta's NLLB translator, modified to run on Apple Silicon Macs (M1–M4) using GPU acceleration via PyTorch MPS. No CUDA or quantization required. Fast, offline language translatio…

    Python 2

  5. python-basics-refresher python-basics-refresher Public

    Refresher files to solidify my Python fundamentals. Despite prior experience through internships, research, and work, I wanted to revisit core concepts to ensure clarity—especially without a formal…

    Jupyter Notebook

  6. credit-churn-deploy credit-churn-deploy Public

    High-performance Credit Card Churn prediction service informed by financial industry experience. Predicts customer attrition using an optimized XGBoost/LightGBM model for high accuracy. Full MLOps …

    Jupyter Notebook