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karthikyammanur/README.md

Karthik Yammanur

Typing SVG

Portfolio    LinkedIn    Email


Portfolio website

Karthik Yammanur Portfolio

Current Status: Software Engineering Intern @ Manada Technologies > Focus: MLOps, RAG Systems, and Agentic Workflows.

I am a Computer Engineering undergraduate specializing in building scalable AI applications. I bridge the gap between research (Generative CV, VAEs) and production engineering (Next.js, FastAPI, Azure Cloud).


🏛️ Selected Work & Experience

Role / Project Description & Impact Tech Stack
Manada Technologies
(Software Eng. Intern)
Architected an anti-hallucination validation system for financial docs using Azure OpenAI.
Result: Reduced hallucinations by 50% and enabled 100% data traceability.
Azure OpenAI Python MLOps
AutoPM
(2nd Place @ HackUTD)
AI platform automating Product Management workflows using 8+ LangGraph agents.
Result: Reduced workflow analysis from weeks to ~60 seconds.
LangGraph Gemini API React
AgentFlow
(In Development)
Full-stack deployment platform for AI agents with sandboxed execution (VM2).
Features: Real-time monitoring, GitHub OAuth, serverless API routes.
Next.js TypeScript Prisma
CelestAI
(ACM Research)
Built generative CV models (DCGAN, VQGAN) to synthesize rare astronomical data.
Result: Improved rare event detection recall by 15%.
TensorFlow PyTorch CV

🛠️ Technical Arsenal

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  1. auto-pm-hackutd-2025 auto-pm-hackutd-2025 Public

    TypeScript

  2. Siriapps/Matcha Siriapps/Matcha Public

    Matcha: Brewing your perfect hack team

    JavaScript

  3. S26_Sec09_Project_GitHub_Group-09 S26_Sec09_Project_GitHub_Group-09 Public

    CS 3354 Final Project

    TypeScript

  4. cf_ai_dev_copilot cf_ai_dev_copilot Public

    Built with Cloudflare's full stack: Workers AI (Llama 3.3), Durable Objects for stateful sessions, and edge-deployed React UI

    TypeScript 1

  5. acm-celestAI-vae-vqgan acm-celestAI-vae-vqgan Public

    My contributions to CelestAI at ACM Research, UT Dallas.

    Jupyter Notebook

  6. edutube-hackrice-2025 edutube-hackrice-2025 Public

    hackrice 2025

    TypeScript