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Surya-17/README.md

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Hi, I'm Surya Kartheek Birudukota πŸ‘‹

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🧠 About Me

AI Engineer with 2 years of experience building production-grade LLM applications, RAG pipelines, and agentic workflows β€” focused on making AI systems that are not just impressive in demos, but reliable, measurable, and practical for users.

  • πŸ€– I build end-to-end AI pipelines from data ingestion to LLM evaluation and deployment
  • πŸ”¬ I believe in measuring everything β€” if you can't evaluate it, you can't improve it
  • 🧩 Currently exploring multi-agent systems, LLM-as-Judge, and structured output engineering
  • ☁️ I enjoy turning complex AI research into clean, scalable backend services

πŸ› οΈ Tech Stack

πŸ€– AI & LLM

OpenAI LangGraph RAG DeepEval Prompt Engineering Structured Outputs Agentic Workflows LLM-as-Judge

🧬 Machine Learning & NLP

scikit-learn XGBoost spaCy BERT TF-IDF

πŸ” Vector & Retrieval

Pinecone Vector Search Embeddings Chunking Context Packing

βš™οΈ Backend & APIs

Python Flask REST API Docker GitHub Actions

πŸ—„οΈ Databases

MongoDB Redis SQL

πŸ“Š Experiment Tracking & Evaluation

MLflow DeepEval Git

🎨 Frontend & Analytics

React PostHog Amplitude

☁️ Cloud

AWS


πŸ“± Find Me Online

LinkedIn GitHub


🀝 Let's Connect

I'm always open to discussing AI engineering, LLM systems, RAG architectures, and production ML β€” or just talking about cool projects!

Platform Link
πŸ’Ό LinkedIn linkedin.com/in/surya-kartheek
πŸ™ GitHub github.com/Surya-17

"Build AI systems that are not just impressive in demos, but reliable, measurable, and practical for users." β€” Surya Kartheek Birudukota


⭐ If you find my work interesting, feel free to star my repositories!

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