Data product · Quantitative finance
InvestOpia
An in-house market intelligence platform that brought financial data, business news, social signals, and sentiment analysis into one research workflow.
- Python
- Flask
- MySQL
- scikit-learn
- NLTK
Selected work / 2019—2026
A selection of systems, products, and research built at the intersection of intelligence, capital, and human judgment.
Explore the workArchive 01—06
From zero-to-one products to applied research: each project starts with a useful question and ends in a working system.
Data product · Quantitative finance
An in-house market intelligence platform that brought financial data, business news, social signals, and sentiment analysis into one research workflow.
Computer vision · Product
A searchable image library that detects objects at upload and makes visual content discoverable by what appears inside each image.
View sourceEducation · Web product
A resume-sharing platform created to narrow the network gap for students, paired with an ATS parser that showed how a résumé reads to software. It served more than 1,500 students across universities.
Research · Machine learning
A systematic peer-selection method using clustering to improve comparable-company analysis and cost-of-equity estimation.
Read the paper
Optimization · Public health
An applied machine-learning exploration of how scarce vaccine supply could be allocated more effectively using risk and population data.
Read the projectMachine learning · Markets
Experiments across pairs, momentum, and algorithmic trading—including vector representations of equities, cointegration, clustering, and sentiment signals.
Current chapter
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