Curriculum Vitae

• Built a ConvLSTM lightning prediction system end-to-end in PyTorch, achieving 92% accuracy on live meteorological data
• Deployed to active meteorologist workflows at NRSC — production system with real users
• Reduced training time by 35% through optimisation on 500 GB WRF datasets using a VAE-based approach
• Built the React dashboard used by meteorologists to monitor model outputs in real time

• Built stock price directional models achieving 94% accuracy
• Developed data pipelines and Tableau dashboards for investment teams

• Shipped four Java web applications from scratch to production using JSP and Tomcat

• Built and deployed EtsyBot (Oracle Cloud ARM VM) and ActualMind (Azure) — both live automated pipelines
• Developed Career Radar, a live job-fit analyser that matches a GitHub profile against current market job listings
• Open source bounty work via Tenstorrent

• Parallel programming on ARCHER2 (UK National Supercomputer) — MPI, OpenMP, CUDA
• Dissertation: Early ML-based detection of memory leaks in containerised environments (in progress)
• Supervised by Ben Carpenter, EPCC Applications Developer; using cAdvisor, Prometheus, eBPF, TimescaleDB, Grafana

• Final year project: GaN-Enhanced Model (semiconductor device simulation and ML)
• ISRO internship completed during final year

ISRO Lightning Prediction System

ConvLSTM model in PyTorch for lightning strike prediction. 92% accuracy on live WRF data, deployed to active NRSC meteorologist workflows.

MSc Dissertation — Memory Leak Detection

ML-based early warning system for memory leaks in containerised environments. Uses eBPF, Prometheus, TimescaleDB, and Isolation Forest / LSTM detection models.

EtsyBot — Automated Digital Products Pipeline

Five-module Python pipeline on Oracle Cloud Free ARM VM. Market research, image generation, SEO copy, Etsy upload, and analytics — fully automated.

Career Radar — Job-Fit Analyser

Live tool that matches a GitHub profile against current job listings, outputting fit scores and ranked skill gap analysis.