Building production ML systems — offshore forecasting, credit risk platforms, LLM pipelines. Co-founding two live startups. MSc Data Science, University of Aberdeen.
Data & AI Scientist with 6+ years across the full ML lifecycle — data engineering, model training, cloud deployment, and communicating insights to founders, clients, and governments. Built forecasting systems for offshore drilling, credit risk platforms on Databricks, and LLM pipelines for green energy startups. Currently co-founding OctoNexus Power (clear path to CTO) and Aamrutham, a live agri e-commerce platform actively trading this mango season. MSc Data Science, University of Aberdeen.
1M+ Records · 18% Accuracy Lift · Digital Innovation Award
Ensemble ML model for Noble Drilling's offshore operations globally. Early-warning system for extreme weather risk. Part of the Fennex team recognised with a Digital Innovation Award.
GitHub →Live · Green Hydrogen
Production React app for green hydrogen & fuel cell startup. AWS Amplify, Redux, Google Maps, EmailJS. Built as founding team member.
Live Site →307K Applications · 0.788 AUC
End-to-end credit risk platform on Databricks. Medallion architecture, 240+ features. Enables auto-approval for 60% of low-risk applicants.
GitHub →22% RMSE Reduction · MSc Thesis
Hybrid ARIMA + RL + Monte Carlo pipeline. Automated on Azure ML. 27% reduction in modelled price volatility.
GitHub →| Company | Role | Period | Impact |
|---|---|---|---|
|
OctoNexus Power
Founding Team
|
Technical Consultant Data & AI |
Jan 2026 Present |
AI/data infrastructure for green hydrogen & fuel cell systems. Anomaly detection on live telemetry, LLM-powered client reporting. Path to CTO. |
|
Aamrutham
Co-Founder
|
Co-Founder & Tech Lead | Jan 2026 Present |
Built full agri e-commerce platform from scratch. Full stack architecture, payments, SMS OTP. Actively trading this mango season. |
|
Fennex
|
Data Scientist | Jul 2024 Feb 2025 |
Forecasting + anomaly detection for Noble Drilling offshore operations. 15+ Power BI dashboards. Contributing team for work recognised with a Digital Innovation Award. |
|
University of Aberdeen
Royal Society TOSSIB
|
Research Data Scientist | Nov 2022 Oct 2023 |
82% classification accuracy on infrastructure data across India & Brazil. Findings adopted in government planning frameworks in both countries. |
|
Amazon
|
Data Engineer / Transportation Specialist |
Aug 2020 May 2022 |
80% reduction in leadership reporting latency. 41 man-hours saved per week. Python and SQL pipelines for capacity planning and demand forecasting at scale. |
Open to senior Data Scientist and Data Engineer roles globally. Also happy to talk ML systems, startup building, or green energy technology.