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Achievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

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jacobdma/README.md

Jacob Ma

computer engineering @ georgia tech. interested in ml systems, dev tools, and performance-oriented software.

Selected Work

  • IHI Assistant — Local RAG system combining BM25 + FAISS, document ingestion, FastAPI, Next.js, and local LLM inference.
  • rvbench — Execution-based benchmark for evaluating LLM-generated RISC-V assembly across 72 HumanEval-derived problems / 544 tests.
  • adaptive-music-player — Personalized music player experimenting with recommendation and implicit user-feedback signals.

jma443 [at] gatech [dot] edu - linkedin.com/jacobdma - x.com/jacobma_

Pinned Loading

  1. adaptive-music-player adaptive-music-player Public

    Local adaptive music player using CLAP audio embeddings, listening history, and a logistic ranker to personalize playback with session context and exploration.

    Python

  2. rag-model rag-model Public

    RAG Model designed for IHI as an assistive LLM tool

    Python

  3. rv-fine-tuning rv-fine-tuning Public

    Fine tuning Qwen2.5-Coder:14b on RISC-V Assembly

    Python