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janvtatkare/README.md

🚀 Janhavi Tatkare

AI Engineer | LLM Systems Builder | Full Stack Engineer

💡 I build production-grade AI systems powered by LLMs from RAG pipelines to agentic workflows and integrate them into scalable web applications.

📍 NY, USA 🔗 LinkedIn | GitHub


⚡ What I Do

  • 🤖 Design & deploy LLM-powered applications (RAG, agents, multi-model orchestration)
  • 🧠 Build LangChain / LangGraph workflows
  • ☁️ Ship scalable AI microservices on AWS (Lambda, S3, API Gateway, Docker)
  • 🔐 Engineer secure backend systems with Node.js, FastAPI, GraphQL
  • 🎯 Integrate AI directly into real-world production products

🛠 Tech Stack

AI / LLMs LangChain • LangGraph • LlamaIndex • OpenAI • Gemini • HuggingFace • Vector Stores • RAG • Agentic Pipelines • Guardrails

Backend Node.js • Express • FastAPI • REST • GraphQL • Python

Frontend React • Next.js • Angular • TypeScript • Redux

Cloud & DevOps AWS (Lambda, S3, EC2, RDS, SQS, CloudWatch) • Docker • CI/CD • Jenkins


🏆 Highlights

  • 🧠 Built production agentic LLM systems reducing manual triage & decision time
  • 🚀 Delivered AI-integrated platforms serving thousands of users with 99%+ uptime
  • 📊 Designed automated LLM evaluation pipelines to reduce rollback risk
  • 📚 Published ML research in Springer (Disease Classification using ANN)

🔥 Featured Projects

📝 AI Resume & Cover Letter Toolkit

LLM-powered app using OpenAI + Gemini to analyze and optimize resumes with personalized feedback.

🧬 Disease Classification using ML

Published research applying ANN + data mining for medical classification.


🎯 Currently Focused On

  • Advanced multi-agent architectures
  • LLM evaluation & reliability engineering
  • Production AI observability & guardrails
  • High-performance AI system design

📬 Let’s Build AI That Ships

If you're hiring for:

  • AI Engineer
  • Applied AI Engineer
  • LLM Engineer
  • Full Stack AI Developer
  • Software Developer/Software Engineer

Let’s connect.


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  1. AI-Resume-Cover-Feedback AI-Resume-Cover-Feedback Public

    Python

  2. Predictive-Modeling-for-Disease-Classification Predictive-Modeling-for-Disease-Classification Public

    Jupyter Notebook

  3. Youtube-Recommendation-System Youtube-Recommendation-System Public

    Jupyter Notebook

  4. AWS-Cloud-EMR AWS-Cloud-EMR Public

    Java