Selected work / 2019—2026

Ideas made
operational.

A selection of systems, products, and research built at the intersection of intelligence, capital, and human judgment.

Explore the work

Archive 01—06

Selected projects

From zero-to-one products to applied research: each project starts with a useful question and ends in a working system.

InvestOpia analytics dashboard showing market data and company signalsMarket intelligence / live system
01

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
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Ryzer resume-sharing web application
03

Education · Web product

Ryzer

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.

06

Machine learning · Markets

Quantitative trading research

Experiments across pairs, momentum, and algorithmic trading—including vector representations of equities, cointegration, clustering, and sentiment signals.

  • Clustering
  • Cointegration
  • NLP
  • RL

Current chapter

Building the intelligence layer for an investment and operating platform.

Today, I lead AI & Platforms at Aker—connecting institutional knowledge, operating data, analytics, and agents into systems that change how investment work gets done.

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