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abho7/README.md

Abhineeth Duddela

Hello, I am a competitive programmer and independent researcher focused on Natural Language Processing (NLP), data science, computer science, and AI engineering.

Main Highlights

  • USACO Gold Division Competitor (USA Computing Olympiad)
  • NLP Researcher: Authored "Harnessing Natural Language Processing for Disaster Response and Crisis Management" (Published/Submitted to NHSJS 2025).
  • Core Languages: Python, Java, C++, R, Quarto, NumPy, Pandas

Featured Projects

  • NLP-Disaster-Response: Implementation of transformer-based models optimized for real-world crisis communication and tracking.

Pinned Loading

  1. NLP-Disaster-Response NLP-Disaster-Response Public

    Source code and resources for "Harnessing Natural Language Processing for Disaster Response and Crisis Management" (NHSJS 2025 Submission).

    Python 1

  2. flightpath-scheduler flightpath-scheduler Public

    CP-SAT constraint solver for optimal college course scheduling

    Python

  3. mcts-code-reasoner mcts-code-reasoner Public

    MCTS-guided code generation with sandboxed test execution and LLM self-correction from real tracebacks

    Python

  4. raft-kv-store raft-kv-store Public

    Distributed key-value store with a from-scratch Raft consensus implementation, leader election, log replication, and crash recovery, tested with real leader kills over actual TCP sockets

    Python

  5. vectordb-hnsw vectordb-hnsw Public

    HNSW (Hierarchical Navigable Small World) vector index built from scratch in Python/NumPy through no FAISS, no hnswlib. recall@10 = 1.000, 20x speedup over brute force at n=8000.

    Python

  6. mcp-memory-server mcp-memory-server Public

    Local-first MCP server for persistent semantic memory, backed by an HNSW vector index and an on-device ONNX embedder

    Python