Skip to content
View tejas20's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report tejas20

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
tejas20/README.md

👋 Hi, I’m Tejas Pethkar

AI Lead | Generative AI | Agentic Systems | ML Engineering | Cloud (Azure/AWS)

I’m an AI Lead with 8+ years of experience building production-grade GenAI platforms, multi-agent systems, RAG pipelines, and intelligent automation across healthcare, tech, and finance. I specialise in designing end-to-end AI architectures — from rapid prototyping to fully scalable deployments on cloud.

🚀 What I Do

  • Build Agentic AI Systems
    Multi-agent workflows, autonomous task orchestration, tool-using LLMs, LangChain/LangGraph, RLHF/PEFT.

  • Design Full-Stack ML Products
    FastAPI • Python • PostgreSQL • Milvus • SvelteKit • React • Docker • GitHub Actions.

  • Own E2E Delivery & Architecture
    From ideation → prototyping → model pipelines → backend → cloud infra → production.

  • Lead Engineering Teams
    Managing ML, backend, frontend & data teams to deliver high-impact AI initiatives.

💼 Recent Work Highlights

  • Architected a multi-agent content generation system cutting consultant workload by ~50%.
  • Built “Hive” — a hyper-personalized GenAI chatbot platform for pharma market access.
  • Designed and deployed Azure-based multi-stage AI infrastructure for enterprise-grade reliability.
  • Created automated NLP & analytics platforms that improved efficiency by 42%+ and generated industry-leading margins.

🧠 Skills & Technologies

AI & ML:
GenAI (GPT, Llama, Mistral), RAG, Agentic AI, NLP, RLHF, optimization, time-series, XAI.

Backend & Infra:
Python, FastAPI, PostgreSQL, Milvus, Docker, Azure, AWS, CI/CD (GitHub Actions), MLflow.

Frontend:
SvelteKit, React, Next.js, TypeScript.

Other:
Leadership, solution architecture, project planning, stakeholder communication.

📚 Education

🎓 MSc Artificial Intelligence (Distinction) — University of Aberdeen
🎓 B.E. Computer Science — Savitribai Phule Pune University

🔗 Connect with Me

Popular repositories Loading

  1. deep-learning-regression-models- deep-learning-regression-models- Public

    Soyabean crop yield prediction on field's histogram image dataset with the help of CNN, MLP and k-fold validation.

    Jupyter Notebook 3

  2. CGAN-Covid19-SyntheticImageGeneration CGAN-Covid19-SyntheticImageGeneration Public

    Jupyter Notebook 1 1

  3. Natours Natours Public

    Natours project design with pure HTML and SASS

    CSS

  4. complete-javascript-course complete-javascript-course Public

    Forked from jonasschmedtmann/complete-javascript-course

    Starter files, final projects and FAQ for my Complete JavaScript course

    JavaScript

  5. ml-coursera-python-assignments ml-coursera-python-assignments Public

    Forked from dibgerge/ml-coursera-python-assignments

    Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

    Jupyter Notebook

  6. tejas20 tejas20 Public

    Config files for my GitHub profile.