Learn by Blogging

Hi there πŸ‘‹ I’m Senthil Kumar πŸ‘¨β€πŸ’»

  • I am an Applied AI & Cloud Engineer

✦ My Journey:

  • More than 15 years ago, I started out as a πŸ“ˆ Market Research Analyst.
  • With every role I took on after that, the technology side of the pie kept growing,
    • through analytics, data science πŸ“Š and deep learning 🌐,
    • eventually leading me to my current role as an Applied AI 🧠 and Cloud Engineer at Toyota

πŸ”Ž What my blogs here contain

  • LLM & Generative AI System Design β†’ Posts on LLM mental models & LLM systems, Bedrock for GenAI, etc.,
  • Agentic AI & AI Engineering Patterns β†’ Agentic AI posts (LangGraph, MCP).
  • Cloud & AWS Architecture β†’ AWS Cloud Fundamentals, AWS Bedrock and others
  • NLP Fundamentals β†’ Language Modeling, Word2Vec, BERT, NER, etc.,
  • Engineering Tools β†’ Git, Bash, JMESPath

🧭 What I Do

I work at the intersection of:

  • Generative AI: Building agentic systems and LLM-powered applications
  • Cloud Engineering: Designing architectures on AWS, especially serverless
  • Applied ML: Deploying deep learning models for real-world NLP use cases

🧠 How I Learn by Blogging

  • This blog is my way of thinking in public.
  • I write to clarify concepts, test mental models, and document engineering lessons as I learn them.
  • Writing forces precision. It turns half-understood ideas into structured understanding.

πŸ“š Explore My Blog

You can browse all my technical posts here:

πŸ‘‰ View All Blog Posts

✍️ I Also Write on Medium

Beyond this blog, I share engineering deep-dives and applied AI insights on Medium too. Medium Profile

πŸ‘‰ Explore my Medium articles:
https://medium.com/@senthilkumar.m1901

🀝 Let’s Connect

  • If what I build and write about resonates with you, feel free to connect with me on LinkedIn.

  • I’m always interested in thoughtful conversations around AI systems, cloud-native architectures, and engineering craftsmanship.

  • LinkedIn | GitHub | Resume | Medium

  • πŸ“§ senthilkumar.m1901@gmail.com