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sonawaneutkarsh/README.md

about

i'm an honors CS student at penn state, and i like building software around problems i actually have — systems i can use every day rather than one-off demos.

Nytr started from one of those problems: penn state dining changes every day, but nutrition and training targets don't. i built it to combine Stacks Market availability, HealthKit data, food logs, and training history into deterministic daily guidance.

right now, i'm going deeper into LLMs, agentic systems, backend infrastructure, and systems/performance engineering.

stack

python   typescript   c++   swift   postgresql   pgvector   fastapi   node   docker   linux   git

projects

Nytr  ·  case study  ·  swift, python, fastapi, postgresql
Evidence-driven decision system built around Penn State Harrisburg's Stacks Market. Combines daily dining availability with HealthKit, food logs, and Hevy training history to produce deterministic meal and training guidance in a native iOS app.

Clage  ·  python, algorithms from scratch
Neuroevolution of Augmenting Topologies (NEAT) implemented from first principles in a 2D bounded simulation world. 300 unit and integration tests, zero ML library dependencies, validated against OR, AND, XOR, and sine wave benchmarks across fixed seeds.

Devvy  ·  typescript, devtools
Local daemon for coordinating Discord Rich Presence across developer tools. Speaks Discord's IPC protocol directly with arbitration, TTL expiry, heartbeats, and reconnect handling.

ScholarAI  ·  python, postgresql, pgvector
Data engineering for a government-scheme discovery platform indexing 1,000+ Indian government programs. Built normalization, embeddings, and PostgreSQL/pgvector ingestion as part of a 5-person hackathon team.

languages

Languages by share of bytes and repository count

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  1. Nytr Nytr Public

    Evidence-driven iOS nutrition & training system built around Penn State dining, with SwiftUI, FastAPI, HealthKit & deterministic coaching.

    Python

  2. Clage Clage Public

    artificial life, but built different — custom NEAT, evolving creatures, controlled experiments, and a little chaos.

    Python

  3. MedClarity MedClarity Public

    medical PDFs are messy. MedClarity reads across them, catches conflicts, and answers with page-level citations.

    TypeScript

  4. devvy devvy Public

    One Discord presence for your entire coding workflow

    JavaScript 1

  5. pyopt-slm-exp pyopt-slm-exp Public

    fine-tuning small LMs for code optimization — pipeline-validation experiments

    Jupyter Notebook

  6. Talks Talks Public

    Distraction-free meeting capture for Apple Watch and iPhone with on-device intelligence and direct Notion synchronization.

    Swift