Hi! I am Utkarsh Tripathi,
A.

I specialize in optimization, embedded machine learning, and decision intelligence. I build data pipelines and models that connect and optimize real-world systems;
from IoT telemetry to airfoil design with mathematical precision.

Projects

A selection of applied systems and research prototypes demonstrating measurable impact and technical depth. Each project blends data science, engineering, and optimization to solve problems that matter.

Research and Notes

Ongoing investigations into optimization, embedded intelligence, and physics-inspired learning. My research connects mathematical rigor with real-world performance.

Data science for socio-technical systems Behavioral Signatures in Pre-Lockdown Electricity Demand

Quantify and interpret short-term behavioral anomalies in national energy consumption preceding COVID-19 lockdowns.

Explainable AI / Model interpretability Explainability of Forecasting Models in Energy Demand

Build a simple electricity demand forecasting model (e.g., GB grid 2020) and interpret its temporal drivers using SHAP or LIME.

Applied optimization and control Optimization under Constraint: Grid Load Flattening Simulation

Formulate and simulate a toy optimization problem for balancing electricity load during off-peak and on-peak periods.

Experience

Data Scientist

Jan 2025

Computer Vision Engineer

July 2024

System Engineer