Hi,

I’m Ajith Kumar – A Data Scientist & AI Engineer. Working on ML, DL, and Intelligent Systems that learn from the world.

I believe the most elegant solutions emerge when models understand both the data and their uncertainty.

On Learning:

$L = \min_\theta \ \mathbb{E}{x \sim D} [\mathcal{L}(f\theta(x), y)] + \lambda |\theta|_2^2$

Every model I build—from Water Potability Prediction to Stroke Detection—teaches me that optimization is less about loss functions and more about clarity of thought.

Work Experience

LawVriksh - GenAI Engineer Working on Co-Pilot and Fact Checking System

Appneural - Data Scientist worked on NLP and AI Resume Analyzer

Featured Projects:

AI Personal Email Assistant

When automation meets understanding.

An AI-powered assistant that reads, understands, and responds to emails — integrating contextual NLP and external tools like Slack, Calendar, and Web Search.

• Built using: LangChain, SQL, LLM, Gmail API
• Key Impact: Automated 70% of manual email triage and scheduling
• 🔗 View Project

End-to-End RAG Pipeline using Open-Source LLMs