WORKS &
EXPERIENCE
A curated collection of projects exploring the intersection of AI, Finance, and Systems Engineering.
some of them are hobby projects for problems i have personally had. i just enjoy building.
YouVersion to Notion Daily Sync
Automatically syncs the YouVersion Bible Verse of the Day (with image!) to your Notion page every morning.
Lemina
AI operating system for institutional investors. Features deal sourcing and due diligence automation.
Memora AI
AI engine for a meme social media platform. Features a semantic search engine that sorts memes by meaning.
Earnings Scraper
Advanced scraper for SEC earnings data with anti-detection measures and robust error handling.
AI Contact Automation
FastAPI-powered application that analyzes contact relationships using AI-generated summaries of email interactions.
Risk Factor Analysis
BERT-based classifier for categorizing financial risk statements from 10-K filings.
Financial Text Preprocessing
NLP preprocessing pipeline for financial text data with an interactive Streamlit interface.
Microstructure LSTM
LSTM-based model for predicting bid-ask spreads and price direction in high-frequency trading.
Swapam AI
Computer vision system for item analysis and valuation in a student marketplace.
CAREER HISTORY
Lemina
Founding Engineer
Building an AI-native operating system for investment professionals. Leading architecture of document intelligence systems.
Self-Employed
Freelance AI Engineer
Building robust backend systems and integrating advanced AI capabilities for diverse clients.
Memora
AI/ML Engineer
Leading the development of machine learning systems for automated image data analysis and prediction.
International NGO
Data Science Consultant
Developed web scraping automation scripts using Python to streamline data collection processes.
Eureka Financial Academy
Lead Instructor
Designed and delivered curriculum on blockchain technology and investment strategies.