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Deep Kotadia — Chemical Engineer × Scientific ML Typing SVG

⚗️   🧪   🔬   ⚛️   🧬   🤖


🧪 About Me

🔬 I'm Deep — a postgrad chemical engineer at IIT Madras, building at the intersection of science and intelligent systems.

  • ⚛️ My work focuses on Scientific Machine Learning — from predicting catalyst adsorption energies to building LLM-powered agentic pipelines that mine literature at scale.
  • 🧬 I'm fascinated by how local LLM systems and automated scientific workflows can accelerate research that would otherwise take years.
  • ⚙️ Background in process engineering (Zentiva, TITLIS), a published patent, and graphic-design leadership.

🚀 Currently Working On

🧬 Agentic LLM pipeline for automated curation of catalytic depolymerisation datasets from literature
⚙️ Local LLM inference systems optimised for scientific Q&A and data extraction
🔭 Advanced transformer architectures applied to molecular data
⚗️ Cheminformatics workflows with RDKit & molecular fingerprinting for property prediction

🛠️ Tech Arsenal

🟢 Scientific ML & Data Science

PyTorch TensorFlow scikit-learn XGBoost NumPy Pandas FastAPI Docker

🟣 LLM & Agentic Systems

LangChain Ollama vLLM n8n Unsloth

🟠 Cheminformatics & Chemistry

RDKit SMILES Morgan Fingerprints

🔵 Process Engineering

Aspen Plus DWSIM MATLAB Python HAZOP


📊 GitHub Stats

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📡 Let's Connect

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