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puneethkotha/README.md

Typing SVG

I build the layer between a working model and production.

nyu distributed systems ml infra llm platforms

 

flint    NL to DAG compiler. plain english in, running pipeline out.

orbis-ml    xlm-roberta entity classifier · 120+ countries · 98.75% precision

falcon    production ML inference · nginx · multi-worker · exponential backoff

audit-ai    clinical NLP for healthcare compliance

 

Activity Graph

 

puneethkotha.com  ·  linkedin  ·  python kafka fastapi pytorch redis docker k8s

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  1. flint flint Public

    Describe any workflow in plain English. Flint runs it reliably. NL→DAG engine powered by Claude, parallel asyncio, corruption detection, smart retry

    Python

  2. Zapd Zapd Public

    EV Charging Station Finder and Slot booking P2P app - Flutter

    4 6

  3. Orbis-ML-Classifier Orbis-ML-Classifier Public

    Multilingual corporate entity classifier - XLM-RoBERTa fine-tuned on 690K samples, 98.75% precision across 120+ countries. Async batch inference at 1.4M+ entities. Associated with NYU Stern School …

    Python

  4. Audit-AI Audit-AI Public

    Production-ready clinical note auditing application

    Python

  5. Falcon Falcon Public

    Production ML inference platform. Multi-worker · Nginx load balancing · idempotency · exponential backoff · Prometheus metrics. Reduced p95 latency 30%.

    Python

  6. StockStream StockStream Public

    Distributed real-time analytics platform. Kafka + Spark streaming at 5K+ events/sec · hybrid PostgreSQL + InfluxDB storage · Grafana monitoring · fault-tolerant consumer groups.

    Python