Anandkumar NS

An Applied AI Engineer
x Full Stack Developer x Trader

STUDENT & RESEARCHER

Developing at the intersection of AI, Full Stack Development and Finance

Expertise

Artificial Intelligence

  • Agentic Applications
  • Applied AI Services
  • Langchain
  • LlamaIndex
  • OpenAI API
  • Ollama

FrontEnd

  • React
  • TypeScript
  • Next.js
  • React Native
  • Expo
  • TailwindCSS

Backend & Database Services

  • MongoDB
  • Supabase
  • FastAPI
  • Node.js
  • Express.js
  • PostgreSQL

SELECTED WORK

Things I've
built & researched

Causal Robustness in LLM guided RL agents in NetHack Environments
01

Causal Robustness in LLM guided RL agents in NetHack Environments

Python •Causal Modelling •DoWhy •AI Trust •
View on GitHub
Enhanced Multi-Scale Pyramid Deep Image Prior (in collaboration with National Remote Sensing Center, Indian Space Research Organisation)
02

Enhanced Multi-Scale Pyramid Deep Image Prior (in collaboration with National Remote Sensing Center, Indian Space Research Organisation)

Python •Deep Image Prior •PyTorch •Satellite Imagery •Cloud Removal •
View on GitHub
Narrated Proofs (TTS DIR)
03

Narrated Proofs (TTS DIR)

Python •ManimGL •Kokoro TTS •Node.js •React •SQLite •Claude •MCP •
View on GitHub
Cadence
04

Cadence

Swift •SwiftUI •SwiftData •GRDB / SQLite •MLX •RAG •
View on GitHub
Regime-Switching Financial Risk Prediction Using Hidden Markov Model GARCH and Monte Carlo Simulation (Ongoing)
05

Regime-Switching Financial Risk Prediction Using Hidden Markov Model GARCH and Monte Carlo Simulation (Ongoing)

Python •Hidden Markov Model (HMM) •GARCH •Monte Carlo Simulation •Financial Risk Prediction •
View on GitHub

Let's Work Together

Whether you're looking to collaborate on an AI project, need a full-stack developer, or want to discuss trading strategies, I'm always open to new opportunities.

Get in Touch