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AnkitPorwal04/README.md
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Ankit Porwal

Software Engineer @ Ethara.ai
Building infrastructure for frontier AI systems.

LLM EvaluationAgentic CodingBenchmark EngineeringAI Infrastructure

GitHub LinkedIn Email Medium Résumé


Featured Work

Smart LLM Router

Intelligent routing layer that directs queries to the optimal model by complexity, cutting inference cost and latency without sacrificing response quality.

Python · FastAPI · React · TypeScript · Gemini API

Repository →

ImaginAI

Full-stack image-generation platform serving prompt-driven synthesis through an interactive web app, with async inference and managed auth.

React · Flask · Stable Diffusion · Hugging Face · Firebase

Repository →  ·  Live Demo →

RAG App

Retrieval-augmented generation system pairing semantic search with LLM reasoning to answer questions over custom document collections.

Python · LangChain · FAISS · OpenAI · Streamlit

Repository →

Self-Drive Guardian

Real-time driver-monitoring system using computer vision to detect drowsiness, built on a low-latency YOLO inference pipeline.

Python · YOLO · OpenCV · TensorFlow

Repository →


🚀 Currently Building

  • Frontier LLM Evaluation — reproducible, sandboxed harnesses for scoring coding agents
  • Agentic Coding Systems — pipelines that execute, verify, and self-correct model output
  • AI Infrastructure — containerized, deterministic benchmark environments
  • Benchmark Engineering — quality assurance and data-contamination detection at scale
  • Open-source AI Tooling — developer tools for building and evaluating LLM systems

Engineering Interests

AI Infrastructure   LLM Evaluation   Agentic AI   Developer Tools   Benchmark Engineering   Distributed AI Systems


GitHub Statistics

Ankit Porwal's GitHub stats Most used languages

Full interactive dashboard →


Writing

I occasionally write about applied AI and engineering on Medium →


GitHub LinkedIn Email Medium

Pinned Loading

  1. ImaginAI ImaginAI Public

    Full-stack text-to-image platform - React frontend, Flask API, Stable Diffusion inference, Firebase auth

    JavaScript 5

  2. drowsy_driver_web drowsy_driver_web Public

    SafeDrive - real-time driver drowsiness detection web app using YOLOv5 over webcam video, with audio alerts

    Python 5 2

  3. RAG_Project RAG_Project Public

    Retrieval-augmented generation over custom document collections - FAISS semantic search paired with LLM reasoning, served via Streamlit

    Jupyter Notebook 4

  4. smart-llm-router smart-llm-router Public

    Intelligent LLM query routing using System 1/System 2 thinking — FastAPI + React + TypeScript

    TypeScript 2 1

  5. preflightJs preflightJs Public

    PreflightJS is an automated “sanity check” pipeline for frontend deployments paired with a modern dashboard that tells release managers whether the next push to staging is safe. The CLI enforces ni…

    TypeScript 2

  6. helpdesk helpdesk Public

    Multi-tenant customer support platform - shared team inbox, realtime agent chat, and IMAP/SMTP email threading on a tenant-scoped Postgres schema

    TypeScript 1