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Statistics · Data Science · Machine Learning

Rupesh Pandey

M.Sc. Statistics · MSU Baroda · Expected 2027

I build end-to-end data solutions — from geospatial analysis and predictive modelling to computer-vision pipelines and AI-powered chatbots. Data should do something meaningful in the real world.

M.Sc.
Statistics · 2027
7+
Projects Built
70+
DataVerse Participants
1st
Inter-Faculty Sports

Statistics meets
machine intelligence

I'm Rupesh Pandey — a Statistics postgraduate at The Maharaja Sayajirao University of Baroda. I'm deeply interested in how data can expose hidden structure in the world: urban inequality, box-office dynamics, railway safety, agricultural intelligence.

My stack spans classical statistical modelling all the way to YOLOv8 and LLM integrations. I love picking up new tools fast and building things that actually ship — and I do it all from Arch Linux.

Outside of data, I founded my university's Statistics Association, organise department datathons, and hold first place in inter-faculty sports. Consistent discipline is my edge — currently on a 365-day DSA streak.

Halol, Gujarat, IN
rupeshpandey037@gmail.com
I use Arch btw 🐧
365-day DSA streak
HF: sleepysaurus
GH: threed2y
Let's collaborate →
🧠
threed2y · github
M.Sc. Statistics
Python · R · SQL

Technical Skills

🐍
Languages
Production code, analysis scripts, and automation across multiple paradigms.
Python 3.10+ R SQL / PostgreSQL Bash / Shell
Data Science & ML
Classical and modern approaches — hypothesis testing to predictive modelling.
Supervised Learning EDA Feature Engineering Predictive Modelling
📦
Libraries & Frameworks
Full data stack — wrangling, visualisation, modelling, and serving.
Pandas NumPy Scikit-learn Matplotlib Seaborn FastAPI Streamlit
🗺️
Geospatial Analysis
Spatial statistics, accessibility modelling, and interactive urban dashboards.
QGIS GeoPandas OSMNX Spatial Stats
🤖
AI & Computer Vision
Object detection, segmentation, and LLM integrations for real-world AI.
YOLOv8 OpenCV HuggingFace Gemini API
🛠️
Tools & Systems
Version control, containerisation, automation, and Linux-first workflows.
Git / GitHub Docker Linux (Arch) SQLAlchemy Excel / Dashboards

Featured Projects

🗺️ ⭐4 · Pinned
01 / GEOSPATIAL · APR 2026
Urban Inequality in Baroda
Geo-spatial analysis of inequality across urban Baroda. Combined accessibility modelling, flood exposure, public transport networks, and spatial statistics to construct a ward-level Urban Opportunity Index (UOI) — complete with an interactive dashboard.
QGIS GeoPandas OSMNX NumPy
GitHub →
🏆 Pinned · Datathon
02 / EVENT PLATFORM · PINNED
DataVerse-2026
A 3-day departmental datathon I designed and organised at MSU Baroda — 70+ participants, 47-feature datasets spanning economic and health domains. Challenges covered visualisation, ML, and analytical storytelling.
HTML Data Analytics ML
GitHub →
🚂 Hackathon · Jan 2026
03 / COMPUTER VISION
RailRakshak-AI
Custom YOLOv8-Seg model that identifies safe zones on railway tracks. Detects humans, elephants, bears, and cattle — calculates physical intersection with the danger zone, then triggers audio/visual alarms (siren & voice) via Base64 injection.
YOLOv8 OpenCV Streamlit HuggingFace
GitHub →
🌾 Aug 2025
04 / LLM + VOICE
Prajanya-AI
Agricultural chatbot powered by Google Gemini — real-time crop advisory and market insights in 4 languages (English, Hindi, Gujarati, Marathi). Voice-first with Web Speech API for speech-to-text and TTS, built for rural accessibility.
Gemini API PostgreSQL SQLAlchemy Web Speech
GitHub →
🎬 University · Apr 2025
05 / PREDICTIVE ML
Box-Office Prediction · Hindi Cinema
ML-based prediction combining EFA/CFA statistical modelling with IMDb data and primary survey datasets. Full EDA and feature analysis to identify key statistical drivers of Bollywood box-office success.
Python Scikit-learn Seaborn EFA / CFA
GitHub →
📺 Pinned
06 / QUIZ GAME · PINNED
The Nation Wants To Guess
A high-stakes, satirical data science and statistics quiz game inspired by aggressive prime-time Indian news debates. Tests your statistical intuition under theatrical, chaotic pressure.
HTML JavaScript Statistics
GitHub →
💻 365-day streak · Pinned
07 / DSA · ONGOING
PYTHON-101
Doing DSA for 365 days straight — a Jupyter Notebook repository documenting consistent algorithmic problem-solving, progressive Python proficiency, and daily coding discipline.
Python Jupyter DSA Algorithms
GitHub →

Work Experience

SEPT 2024 — DEC 2024
Data Intern
LEXMI ELECTRICAL WORKS · Halol, Gujarat
  • Aggregated and prepared data by consolidating unstructured datasets from multiple sources to support internal assessment and analysis.
  • Designed Excel dashboards to track key business performance indicators including revenue-related metrics.

Education

EXPECTED MAY 2027
Master of Science — Statistics
The Maharaja Sayajirao University of Baroda · Baroda, Gujarat
Relevant coursework: Machine Learning, Python Programming, Stochastic Processes
MAY 2025
Bachelor of Science — Statistics (Major)
The Maharaja Sayajirao University of Baroda · Baroda, Gujarat
Relevant coursework: Data Analysis Using Excel, R Programming, Regression Analysis, Time Series Analysis
GPA: 6.58 / 10

Leadership & Activities

🏛️
Founder — Statistics Association
Departmental Statistics Association · MSU Baroda · March 2026 – Present
Established the association to bridge academic theory and industry practice through guest lectures, technical hackathons, and peer-led study groups. Organised DataVerse-2026 — a 3-day datathon with 70+ participants across economic and health datasets.
🏆
Sports Captain — 1st Place
Inter Dept / Faculty · MSU Baroda · Jan 2017 – Present
Secured 1st place in both Inter-Departmental and Inter-Faculty tournaments at the University level, competing against teams from 13 different faculties across multiple consecutive years.

// connect

Let's build
something
together

Open to internships, research collaborations, and interesting data challenges.
Working on something meaningful with data? I'd love to hear about it.

✉ rupeshpandey037@gmail.com
GitHub HuggingFace This Repo