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k-samarth/README.md

Hi there, I'm Samarth Kamath ๐Ÿ‘‹

Machine Learning Engineer | AI Architect | Generative AI Explorer

I build and deploy scalable AI systems, specializing in transitioning complex Generative AI, LLMs, and Computer Vision models from rapid proofs-of-concept to production-ready enterprise environments.

Currently based in Bengaluru, I am passionate about the intersection of classical software engineering, agentic workflows, and creative AI.


๐Ÿš€ What I'm Up To

  • Engineering AI at Scale: Developing robust data pipelines and model architectures using Azure Databricks, AWS, and advanced frameworks like LangChain and PyTorch.
  • Building in Flutter: Developing a full-fledged mobile expense tracker and financial planning application.
  • Daily Grinding: Dedicated to a strict daily routine of mastering Data Structures & Algorithms (DSA) and foundational Machine Learning concepts.
  • Creative AI & Mythology: Exploring the intersection of AI and digital media by generating cinematic visuals, 1/7 scale figurine designs, and AI-assisted videos focused on Indian mythology, Yali, and Simvala.

๐Ÿ› ๏ธ Tech Stack & Tools

AI & Machine Learning
Python PyTorch TensorFlow HuggingFace LangChain

Cloud & Data Architecture
Azure AWS Databricks Redis MongoDB

Software & App Development
Flutter FastAPI React Java


๐Ÿ’ก Featured Domains

  • Agentic AI & RAG: Designing multi-agent workflows and retrieval-augmented generation systems using open-source LLMs (Llama 3, Gemma) for enterprise automation.
  • Computer Vision in Production: Implementing neural network-based architectures for automated fulfillment, anomaly detection, and high-volume data ingestion.
  • Code Documentation Generation: Utilizing graph databases (Neo4j) and LLMs with tree-traversal logic to automatically map and document complex programming codebases.

๐Ÿค Let's Connect

Email LinkedIn

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