01 // curriculum vitae

Sarvesh Kant.

Student · Statistician

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02 // education

M.Sc. Statistics and Computing

Banaras Hindu University

CGPA: 8.75 (current)

B.Sc. Statistics

Institute of Science, Nagpur University

CGPA: 8.60

03 // experience

Intern

Ministry of Statistics and Programme Implementation (MoSPI), Nagpur Office

Two-month internship with the Nagpur regional office of MoSPI.

Placement Coordinator

Banaras Hindu University

Placement coordinator for the M.Sc. Statistics and Computing batch (2025–27).

04 // projects

33 → 1 → 3: Max Verstappen's F1 Career in Data

Python · pandas · Plotly · FastF1 · Jolpica-F1

A data story about one Formula 1 career across 248 Grands Prix. The pipeline reproduces the official record exactly, and every chart title is a finding computed from the data. Write-up → GitHub →

F1 Race Result Predictor

Python · scikit-learn · XGBoost · FastF1 · Streamlit

Predicts a Grand Prix finishing order from pre-race data. Ridge regression beat a grid-order baseline on the held-out 2025 season (MAE 3.19 vs 3.34, exact podium 42% vs 33%). Write-up → GitHub → Live app →

Adaptive Traffic Signal Control

Python · Q-learning · SUMO / TraCI · Streamlit

A tabular Q-learning agent that runs a traffic light in the SUMO simulator. Cut queuing by 63.7% against fixed timing on 10 held-out traffic seeds. Write-up → GitHub → Live demo →

Neural Network from Scratch

Python · NumPy

A 784 → 128 → 10 network trained on MNIST with every gradient written by hand, plus a Draw-a-Digit interface that reads handwriting live. Write-up → GitHub →

All projects →