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Saikrishna-Paila/README.md

Hey there! πŸ‘‹ I'm Saikrishna Paila

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Focus Experience GPA AWS


πŸš€ About Me

Data scientist by training, an AI engineer by impact.

I'm an AI and Data Science Engineer who loves turning complex ideas into real, usable solutions. I've worked across legal, biomedical, and education spaces, building systems powered by large language models and retrieval-augmented generation that help people make smarter decisions.

  • πŸ”­ Currently: Founding AI Engineer @ Avenio Corporation
  • πŸŽ“ Education: MS in Data Science from George Washington University (GPA: 3.97)
  • 🌱 Expertise: GenAI, LLMs, RAG Systems, Agentic AI, Multi-Agent Orchestration
  • πŸ’Ό Previously: AI Engineer @ World Bank | **Data Science Engineer @ Amrita ** | Assistant Data Scientist @ GWU
  • πŸ† Recent: Runner-up, Meta AI Track – SCSP AI+ Expo Hackathon
  • πŸ“œ Certified: AWS Certified Cloud Practitioner

πŸ’» Tech Stack & Expertise

Core Expertise

Generative AI: LLM Fine-Tuning, RAG Systems, Prompt Engineering, Agentic AI
Languages: Python, JavaScript, R, SQL, Scala
ML/DL Frameworks: TensorFlow, PyTorch, Scikit-learn, Keras, XGBoost

LLM & NLP Tools

LangChain LlamaIndex Hugging Face OpenAI Transformers

Vector Databases & DevOps

Qdrant Pinecone FAISS PostgreSQL Docker Kubernetes

Cloud & Frameworks

AWS GCP Azure FastAPI Django React


πŸ† Key Projects

πŸ” AI Code Review SDK (Jan 2026)

Python SDK for AI-powered code review automation with intelligent suggestions.

  • Tech: Python, OpenAI, AST Parsing, CLI Tools
  • GitHub

πŸ€– Autonomous Research Agent (Jan 2026)

End-to-end agentic workflow with multi-step task orchestration.

  • Tech: Python, LangChain, OpenAI, Prompt Patterns
  • GitHub

πŸ’° Finance Advisor Agent (Dec 2025)

AI-powered financial advisory agent with personalized insights.

  • Tech: Python, LangChain, OpenAI, Yahoo Finance API
  • GitHub

πŸ₯ MediVoice: Medical Voice Assistant (Nov 2025)

Real-time clinical conversation system with sub-second latency.

  • Tech: Deepgram STT, Groq Llama 3.3 70B, ElevenLabs TTS
  • GitHub

🧬 BioGraphRAG: Knowledge Graph AI (Oct 2025)

Knowledge graph system for biomedical document retrieval.

  • Tech: Neo4j, LangChain, Python, Graph RAG
  • GitHub

✈️ NeXT Mission: Veteran Support AI (Jun 2025)

AI assistant for U.S. veterans transitioning to civilian life.

  • Tech: Meta LLaMA 4, RAG, Next.js, Django
  • Achievement: πŸ₯ˆ Runner-up, Meta AI Track
  • GitHub

πŸ’Ό Professional Experience

Role Company Duration Highlights
πŸš€ Founding AI Engineer Avenio Corporation Apr 2025 - Present RAG pipeline for 10K+ docs, 100K queries at 4s latency
🌍 AI Engineer (Fellow) World Bank Group Jan - May 2025 Multilingual GenAI, 90% accuracy, 3.2s latency
πŸŽ“ Assistant Data Scientist George Washington University Aug 2024 - May 2025 Mentored 13 teams on ML pipelines
πŸ”¬ Data Science Engineer Intern Amrita Vishwa Vidyapeetham Dec 2022 - Jun 2023 ETL pipelines, Tableau dashboards, Data Analysis

πŸ“« Let's Connect!

LinkedIn Email Portfolio GitHub


πŸ“Š GitHub Stats

Profile Details

Stats Top Languages by Repo

Top Languages by Commit Productive Time


πŸ’‘ "I know how to take an idea, build a prototype, deploy it in the real world, and make sure it delivers value."

πŸ”₯ Open to opportunities in AI Engineering, GenAI, and Agentic Systems

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