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Showmick119/README.md

tl;dr

  • cs sophomore at georgia tech studying machine learning and systems architecture
  • currently building kv cache optimization frameworks and distributed training pipelines at gt's systems for ai lab
  • prev open-sourced neurips & ieee published time-series research at gt's ai lab
  • prev integrated mcp & qwen3 llm into apache's $5M nsf-funded research platform
  • prev contributed to openai's python sdk fixing critical memory leaks during high-volume batch uploads
  • enjoy sports (soccer, cricket, nba, ufc) & poker

Pinned Loading

  1. Fine-Tuning-Open-Source-LLM Fine-Tuning-Open-Source-LLM Public

    Fine-Tuning the open source Code-LLama-7B model for code generation on FastAPI tasks.

    Python 1

  2. Neural-Network-Single-Layer-Perceptron Neural-Network-Single-Layer-Perceptron Public

    A Java-based single-layer neural network that predicts LLMs affinity using personality traits, with support for Rectified Linear Unit, Sigmoid, and Exponential Linear Unit activation functions.

    Java

  3. SamayDashboard SamayDashboard Public

    An interactive dashboard for time-series forecasting using state-of-the-art foundational models.

    TypeScript

  4. Exascale-CFD-Lab-Research Exascale-CFD-Lab-Research Public

    Deep learning models and matrix operations for CFD solvers at the Boeing-sponsored Exascale CFD Lab.

    C++

  5. Artificial-Intelligence-Lab-Research Artificial-Intelligence-Lab-Research Public

    End-to-end benchmarking, evaluation, and fine-tuning of foundational time-series models on eight standard datasets, complete with detailed experiment logs and performance visualizations. Paired wit…

    Jupyter Notebook

  6. Implementing-Attention-Is-All-You-Need Implementing-Attention-Is-All-You-Need Public

    Implementing the "Attention Is All You Need" paper from scratch, using only PyTorch and Mathematical Libraries.

    Jupyter Notebook