Hello World, I am
Vipeen
Kumar
Quantitative Researcher & Data Scientist
PhD candidate in Economics specialising in quantitative research and financial modelling. Expert in Python and AI/ML pipelines. Proficient in advanced statistical analysis and visualisation, focusing on developing automated data pipelines and financial trading APIs to drive impactful economic and business strategies.
// Technical Stack
Capabilities & Tools
Languages & Tools
AI & Machine Learning
Quant & Stats
Cloud & BI
// System Architecture
Engineering & Data Projects
End-to-End AI Pipeline
Macro-Agent Forex Volatility Analyst
Engineered an automated pipeline integrating real-time financial data with custom quantitative models. Utilised LangChain and Google Gemini 3 Flash to process and translate complex volatility metrics into professional investor briefings.
Financial Modelling
Algorithmic Trading & Options Pricing
Developed models for Option Greeks, Implied Volatility, and Monte Carlo Simulations (Black-Scholes, Heston, GARCH). Engineered an algorithmic trading pipeline processing deterministic buy/sell signals from historical equity matrices.
Multi-Asset Analyst
Technical Analysis Engine
Architected an engine using OpenBB SDK, automating data ingestion for equities, forex and crypto. Computed complex volatility and momentum metrics (ATR, MACD, RSI, Bollinger Bands) reducing manual intervention by 95%.
Macro-Sentiment Dashboard
NLP RAG Pipeline
End-to-end NLP ingestion pipeline processing macroeconomic documents into hawkish/dovish sentiment scores. Integrated a Retrieval-Augmented Generation (RAG) engine for natural language querying across databases.
Automated NSE Filing Analyst
Corporate Filing Structurer
Deployed a fully automated stock fundamental analyst app that converts official NSE corporate filings into a structured stock research briefing, significantly reducing manual research workload.
Machine Learning Architectures
Classification & Regression
Developed frameworks predicting credit scores using XGBoost and classifying personal income using KNN & Logistic Regression. Built interactive Decision Trees mapping psychological behavior.
// Career Path
Professional Experience
Senior Researcher
Jan 2021 – Jan 2026Panjab University, Chandigarh
- Derived actionable insights by developing econometric and financial models along with data science techniques.
- Utilised Generative AI for academic research projects involving primary and secondary research, data analysis and paper presentations.
- Delivered 5+ hours of weekly lectures to UG/PG students. Organised national & international conferences and webinars focused on AI and Econometrics.
Senior Associate
Dec 2020 – Dec 2021Indiamart Intermesh Ltd., Chandigarh
- Boosted lead-to-customer conversion rate by 5% and reduced supplier churn by 15% by fine-tuning matchmaking algorithms.
- Validated user behaviour to optimise category processes.
- Worked closely with stakeholders articulating and presenting recommendations, influencing future plans based on insights.
Associate
Aug 2019 – Sept 2020Innodata India Pvt. Ltd., Chandigarh
- Annotated and classified text and image datasets to improve machine learning model accuracy.
- Performed regular quality audits and updates, adhering to strict data compliance and accuracy standards.
// Academia
Research & Publications
Primary Research
ASER Survey (Pratham Education Foundation)
Conducted extensive field research assessing rural educational outcomes and generating localized statistical data.
Natural Farming & Crop Diversification
Conducted primary research in the Baddi district of Himachal Pradesh assessing social capital and agricultural shifts.
Paper Presentations
"Impact of Exchange Rate Volatility and Capital Formation in India since Liberalisation"
National Seminar, ICSSR NWRC
"Comparative Analysis of Crowding Out Effect: Punjab vs. Haryana"
International Conference, UBS Panjab University
"Impact of Energy Transition on Automobile and Steel Industry in India"
National Seminar, Panjab University
// Credentials
Education & Certifications
PhD in Economics
In Progress | Panjab University, Chandigarh
Specializing in Exchange Rate Volatility through quantitative and econometric frameworks.
MA in Economics
Aug 2017 - Jul 2019 | Panjab University, Chandigarh
Specialization in Econometrics and Quantitative Methods.
B.A. (Hons.)
Aug 2014 - Jul 2017 | Panjab University, Chandigarh
Economics, Mathematics, and Statistics.
UGC-NET JRF/SRF
Awarded by Ministry of Education, India, for research in economics.
Business Economics (CB2)
Institute of Actuaries of India.
Data Science & ML
Python-Powered ML, R Programming & Excel with AI and NLP (Panjab Univ & Kurukshetra Univ).
Data Analysis
Applied Econometrics, SPSS, Adv. Panel Data Techniques, Data Analysis in Public Policy (CPPR).
Finance
SEBI-Investor Certification & NISM Management Development Programme in Derivative Strategies.
// Artifacts
Interactive Learning & Apps
Access my hosted academic courses, live data applications, and study materials below.
Bayesian Statistics Course
Comprehensive interactive course material built with Python and Markdown.
Streamlit ML Apps
Deployed quantitative tools, AI-enabled Interviewer, and Plagiarism checkers.
Code Repository
Geospatial analysis, NLP scripts, and algorithmic trading frameworks.
// Downloads
Study Materials
Downloadable study materials, comprehensive courses, and references.