I build AI-native systems, mostly around agentic AI, LLM applications, machine learning, and backend systems. I like taking an interesting idea, figuring out what makes it work, and building it into something people can actually use.
When the idea calls for it, I go full stack too. APIs, databases, backend services, frontend, UI/UX, whatever the project needs to become a proper product.
And honestly, AI is a pretty fun field to be building in right now. New models keep dropping, frameworks keep changing, and the definition of “best” seems to have a half-life of about two weeks. I like keeping up with it, trying things out, and figuring out what’s actually worth building with.
Selected Builds
An AI agent for financial exceptions that investigates payment issues, reasons over evidence, validates proposed resolutions, and executes authorised actions.
Python · 
LangGraph · 
Temporal · 
PostgreSQL
A weather intelligence platform combining forecasting, a conversational assistant, and a full-stack web application.
Python · 
FastAPI · 
React · 
TypeScript · 
Groq
A voice authenticity system combining Wav2Vec2 embeddings and acoustic features to detect AI-generated voice clones.
PyTorch · 
Wav2Vec2 · FastAPI · React
A browser security assistant that analyses webpages for suspicious language and risky requests.
Python · NLP · FastAPI · 
Chrome Extension
A semantic movie recommendation engine using sentence embeddings and deterministic reranking.
Python · Sentence Transformers · 
Streamlit
Built With
Python ·
TypeScript ·
JavaScript ·
SQL ·
PyTorch ·
Transformers ·
scikit-learn
FastAPI ·
React ·
PostgreSQL ·
Docker ·
AWS ·
Git
my version of caffeine
|
52 Bars Karan Aujla  ↗ Spotify |
always building · always learning
GitHub · LinkedIn · Website · Email