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KariraLakshya/README.md

Lakshya Karira

Agentic AIFull-Stack EngineeringOpen Source

I build autonomous systems and production-grade tooling.
Currently focused on agentic AI, developer infrastructure, and MLOps.

   


🔨 What I've Built

Self-Healing Sandbox — Autonomous QA agent that analyzes bug reports, generates Playwright test scripts, and self-heals broken selectors using Gemini 2.5 Vision AI in a closed feedback loop. Stack: Gemini 2.5, E2B, Playwright, FastAPI, React, Redis.

Apex MLOps Auto-Trainer — Configuration-driven MLOps platform orchestrating model training, evaluation, and deployment via GitHub Actions with Docker containerization and data drift monitoring.

SneakerFever — Production e-commerce store with Razorpay payment webhooks, Shiprocket logistics API, Sanity CMS, and MongoDB. Built and deployed end-to-end with Next.js + TypeScript.

Privacy Sentinel — Hybrid anomaly detection engine (Z-Score + Isolation Forest) analyzing 4.9M Aadhaar records on GPU, identifying 1.55% critical-risk anomalies with reduced false positives.


🌐 Open Source

AsyncAPI/website — Contributor focused on frontend stability and DX.

  • Merged PR #4814: Fixed Next.js prefetch-induced 404 errors via root cause analysis across framework internals
  • Diagnosed React hydration instability, proposed ESLint CLI migration (Next.js 16+), investigated flaky CI/CD triage workflow
  • Applying for core maintainer — 8+ issues across frontend stability, tooling, and CI/CD

🛠️ Stack

AI & Agentic: Gemini API, OpenAI API, Playwright, E2B Sandboxes, RAG Pipelines, Vision AI
MLOps: GitHub Actions, Docker, CI/CD, Data Drift Monitoring, Model Serving
Full Stack: Next.js, React, Node.js, MongoDB, Redis, Sanity CMS, Razorpay, JWT Auth
ML: PyTorch, Scikit-learn, TensorFlow, Transformers, Anomaly Detection


2nd year @ DSCE Bengaluru  ·  CGPA 9.1

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  1. mlops-auto-trainer mlops-auto-trainer Public

    Python 1

  2. website website Public

    Forked from asyncapi/website

    AsyncAPI specification website

    TypeScript

  3. HACKMANV8/.dll-not-found HACKMANV8/.dll-not-found Public

    JavaScript 3

  4. Privacy-Sentinel Privacy-Sentinel Public

    Python