Operations Research × Data Analytics × Optimization

Raushan Yadav

I'm a

I don't just analyze data — I build systems that make decisions smarter. From MILP models that schedule 40+ trains a day to ML pipelines that estimate EV battery health.

Open to Analytics / OR / Supply Chain roles Hyundai-funded EV project @ IIT Delhi
Raushan Yadav
0Tweets processed in NLP pipeline
0Traffic delay cut by RL agent
0Daily train services modeled via MILP
0Simulated stockout reduction
01 · What I Do

Raw numbers in.
Smarter decisions out.

My work spans forecasting, mathematical optimization, simulation, machine learning and NLP — applied to transportation, supply chains, inventory planning and intelligent systems.

⚙️Operations Research

MILP, train scheduling, resource allocation — PuLP, CPLEX & Gurobi at industrial scale.

📊Data Analytics & BI

Dashboards, KPI tracking and business intelligence with Power BI, Tableau & SQL.

🚚Supply Chain

OTIF analysis, demand forecasting and inventory planning across FMCG & retail data.

🤖Machine Learning & NLP

Churn prediction, classification and large-scale text preprocessing pipelines.

🔋EV & Battery Analytics

SOH estimation, drive-cycle analysis and thermal data modeling for electric vehicles.

🗺️Spatial Analysis

Land-use mapping and regional planning with QGIS & OpenStreetMap.

02 · Experience

The route so far

Plotted like a train timetable — because I literally schedule trains.

May 2026 — Present · New Delhi NOW RUNNING

Indian Institute of Technology, Delhi

Project Associate — EV Drive Cycle & Battery Analysis

Hyundai-funded EV project: battery State-of-Health estimation using ML models and temperature data; drive-cycle data analysis & statistical framework development.

PythonMATLABMLLaTeX
Mar 2026 — Present · Kharagpur NOW RUNNING

IIT Kharagpur — CoE-UPD

Project Intern — Urban Planning & Spatial Analysis

Sivagangai Regional Plan 2047 (DTCP Tamil Nadu-funded consultancy): land-use mapping and regional development analysis using QGIS and OpenStreetMap.

QGISOpenStreetMapPython
Jan 2026 — Mar 2026 · Kharagpur

IIT Kharagpur

Research Intern — Operations Research & Scheduling

Built a MILP model for freight-prioritized train scheduling across Chakradharpur Division (SER) — capacity and headway constraints for 40+ daily freight & passenger services.

CPLEXGurobiPythonLaTeX
May 2025 — Jul 2025 · Pune

Tata AutoComp Gotion Green Energy (TACO)

Production Analyst Intern

Analyzed Li-ion battery pack assembly for Bajaj & TVS EV platforms; flagged 3 failure modes in cell-module integration during DFM review.

DFMQuality AnalysisExcel
Nov 2023 — Jan 2024 · Mumbai (Remote)

Prodigy InfoTech

Data Science Intern

Built a customer churn prediction model on 50K+ records — 83% accuracy — and visualized key insights via Power BI dashboards.

PythonScikit-learnPower BI
03 · Featured Projects

Models that moved a metric

Every project below shipped with a measurable result — not just a notebook.

OR · Reinforcement Learning

Traffic Signal Optimization — RL vs MILP

Deep Q-Learning vs Webster's-formula MILP for a 4-way intersection under Indian mixed-traffic — custom simulation with cars, bikes, buses & autos.

▲ 15–20% lower avg. delay per vehicle
PyTorchPuLPSUMO
GitHub
Operation Research

SER Railway Scheduling & Optimization

Freight-prioritized MILP scheduling model for Chakradharpur Division using real Working Time Table data — single-line & junction constraints.

▲ Priority-weighted delay minimized across 40+ services
CPLEXGurobiQGIS
GitHub
ML · NLP

Twitter Sentiment Analysis

Binary sentiment classifier trained on 1.6M tweets — full pipeline from raw text to TF-IDF to Logistic Regression, deployed as a live Streamlit app.

▲ 77.6% test accuracy · live web app
NLTKScikit-learnStreamlit
GitHub
Forecasting · BI

Superstore Forecast & Inventory Intelligence

ARIMA/Prophet time-series forecasting with reorder alerts, backed by Power BI dashboards for inventory & product-level planning.

▲ 22% reduction in simulated stockout rate
ProphetPower BIPandas
GitHub
Simulation · IE

Warehouse Network Optimization

Discrete-event simulation with routing optimization — worker allocation and layout redesign for measurable throughput gains.

▲ ~4 hours saved per shift
PythonSimulationMatplotlib
GitHub
Supply Chain · BI

Supply Chain Performance Analysis (FMCG)

OT%, IF% & OTIF% service-level KPI analysis for AtliQ Mart across 6 product categories — logistics bottlenecks affecting contract renewals.

▲ Top 3 bottlenecks behind 18% delivery delays identified
Power BIDAXSQL
GitHub
Operations Research

Resource Allocation & Task Scheduling

ILP framework scheduling 50+ tasks across 10 resources with precedence constraints, capacity limits and Gantt visualization.

▲ 15% makespan reduction vs baseline
PuLPPandasNumPy
GitHub
Data Engineering

Wikipedia Companies Web Scraping

Scraped & structured the largest US companies by revenue — Requests + BeautifulSoup extraction, Pandas cleaning, production-ready CSV output.

▲ Production-ready dataset: rank, revenue, growth, HQ
BeautifulSoupRequestsPandas
GitHub
SQL · Databases

Restaurant Database Management System

3NF normalized relational schema for 8 entities, with 15+ SQL queries for revenue trends and customer segmentation.

▲ Fully normalized 3NF design + analysis layer
MySQLER DiagramExcel
GitHub
04 · Skills & Tools

The toolkit

Programming
PythonSQLMATLABLaTeX
Optimization
CPLEXGurobiPuLPMILPLinear ProgrammingInteger Programming
Analytics & BI
Power BITableauExcelDAX
ML & NLP
Scikit-learnPyTorchNLTKTF-IDFStreamlit
Python Stack
PandasNumPySciPyMatplotlibSeabornBeautifulSoup
OR & Simulation
SchedulingQueueing TheoryReinforcement LearningSUMOSimulation
Spatial
QGISOpenStreetMap
Version Control
GitGitHub

Education

  • B.Tech, Industrial & Production Engineering — Guru Ghasidas Vishwavidyalaya (A Central University), 2022–2026 · CGPA 7.8
  • Senior Secondary (2021) — U P +2 High School, JAC Board · 81.0%
  • Secondary (2019) — The Aditya Birla Public School, CBSE · 94.6%

Highlights & Credentials

  • ICMMI 2025, NIT Jamshedpur — presented energy analytics research
  • Certifications — IIT Bombay (Entrepreneurship), IIT Kharagpur (Business Analytics), IIMBx (Data Science), Stanford (Organizational Analysis)
  • Workshops — TCML @ IISc Bangalore, IEEE Big Data, ICME Data Science
  • Leadership — Joint Secretary IIIE GGV · IoT Lead, GFG Chapter · DS/AI Executive, GDSC
05 · Contact

Let's build something
that makes decisions smarter.

Open to roles in Business Analytics, Operations Research, Supply Chain Analytics & Data Analytics — anywhere the work involves real problem-solving, not just reporting.