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sadhumitha-s/README.md

hey, i’m Sadhumitha

i build ML systems, backend infrastructure, and systems-level software. most of my work focuses on making things fast, inspectable, and not overly abstract.

main stack

Python • FastAPI • PyTorch • TypeScript • PostgreSQL • C++ • Docker • Java

also dabble in

Next.js • React • Celery • Linux

interests

  • computer vision
  • graph ML
  • optimization problems
  • performance tuning
  • AI interpretability
  • knowledge graphs • agentic systems • LLMs

open to interesting work / collaborations

Pinned Loading

  1. RepoAudit RepoAudit Public

    Analyzes ML repositories for reproducibility using AST-based static checks, dependency auditing, and sandboxed execution replay. Supports Python, R, Julia, and notebooks, and produces a weighted sc…

    Python

  2. GraphRec GraphRec Public

    Production-ready recommendation engine: C++ graph traversal (BFS/PageRank) + GraphSAGE (trained on TMDb) + FastAPI + Supabase Auth. Redis cache, JWT auth, genre-aware scoring, instant startup.

    Python

  3. FlowIQ FlowIQ Public

    Cashflow intelligence engine that optimizes what to pay, negotiate, or delay using explainable math and linear programming, with optional AI for invoice OCR and negotiation workflows.

    TypeScript 1

  4. finger-independence finger-independence Public

    Real-time CV tool for measuring finger independence via 3D hand pose, using a palm-based coordinate system to compute lift, drift, and isolation, yielding an Independence Score for dexterity and un…

    Python

  5. DT-Circuits DT-Circuits Public

    Mechanistic interpretability framework for Decision Transformers using TransformerLens - analyze neural circuits, perform causal interventions, train SAEs, and steer agent behavior through activati…

    Python

  6. Digital-Content-Moderator Digital-Content-Moderator Public

    A SQL-based content moderation system with automated flagging and dynamic user trust scoring.