Portfolio

Research, engineering, and recognition.

Three independent reports - spanning embedded systems, sports analytics, and stochastic calculus - alongside the patent, publication, and awards that came out of them.

3 research reports
1 published paper
1 UK design patent

Reports & papers

2025 - 2026

Published research · AIJFR, Vol. 7

Two-Wheeler Monitoring System for Real-Time Jerk Detection and Rider Alerting

An Arduino Nano and MPU-6050 IMU sense sudden jerks in real time and alert the rider through an LED, buzzer, and haptic feedback - designed, prototyped, and documented end to end, from circuit to 3D-printed enclosure. Peer-reviewed and published in the Advanced International Journal for Research.

Arduino Nano MPU-6050 IMU 3D-printed enclosure Published May-Jun 2026

Read the paper

Independent research

AI for Football Player Market Value Prediction: Bridging Positional Performance Data

A PRISMA-guided systematic review of 27 studies, paired with case-study analysis, examining whether position-specific metrics like Expected Threat and On-Ball Value predict a footballer's market value more accurately than traditional stats - and how career stage and social media presence moderate that relationship. Proposes APEX, a four-part valuation framework for clubs and analysts.

PRISMA systematic review 27 studies synthesised Proposes the APEX framework

Read the paper

Independent research · mentored by IIT Bombay

Introduction to Brownian Bridges

A self-directed study of stochastic calculus: building up the probability foundations, constructing a Brownian bridge from Brownian motion, and deriving its mean, variance, and governing stochastic differential equation. Mentored by Dr. Aditi Savalia, postdoctoral fellow at IIT Bombay.

Stochastic calculus Ito's lemma 29-page report September 2026

Read the paper