Skip to content
View puneethkotha's full-sized avatar
:octocat:
:octocat:
17 followers · 16 following

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Quickdraw

Highlights

  • Pro

Block or report puneethkotha

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
puneethkotha/README.md

Typing SVG

I work on getting models to actually run in production

mostly working on async pipelines, inference servers, and messy real-world data

ml infra distributed systems llm systems

 

flint - NL to DAG compiler for ML pipelines
orbis-ml - xlm-roberta classifier with multi-stage pipeline across 120+ countries
falcon - inference server with FastAPI, nginx, multi-worker setup
audit-ai - finds compliance issues in clinical text

 

puneethkotha.com · linkedin

Pinned Loading

  1. flint flint Public

    Natural language workflow automation with corruption detection and smart retries

    Python 1 1

  2. 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

  3. Falcon Falcon Public

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

    Python

  4. humanizer-workbench humanizer-workbench Public

    AI humanizer: CLI tool and Claude Code skill for rewriting AI-generated text into natural human writing.

    Python 2 1

  5. 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

  6. Audit-AI Audit-AI Public

    Production-ready clinical note auditing application

    Python