Selected work
Projects, annotated.
Things I have built — each useful, and each a small experiment in turning research into product.
Stock-Agent
An automated intelligence pipeline that scrapes financial news, uses local AI models like FinBERT and Phi-3 for sentiment analysis and summarization, and generates daily professional PDF insights.
- Developed an automated intelligence pipeline scraping financial news using Selenium and BeautifulSoup
- Engineered a local-first AI analysis layer using FinBERT for sentiment and Phi-3 for concise summarization
- Implemented NER and fuzzy matching scripts to extract and map company entities to DSE ticker symbols
Python · Transformers · Ollama · Selenium · WeasyPrint
Code →
MediKey
A full-stack healthcare web application that simplifies the process of finding doctors and booking appointments. Integrated an AWS-powered intelligent chatbot that analyzes symptoms and recommends suitable specialists.
- Developed a Java-based web application for appointment booking and doctor discovery
- Integrated an AWS-powered chatbot for AI-driven symptom analysis
- Provides intelligent doctor recommendations based on user symptoms
Spring Boot · React.js · Amazon Web Services · Java
Code →
JobGenie
A smart web application that auto-generates a professionally designed CV from user-provided details and scrapes real-time job listings tailored to the user's profile and qualifications.
- Automatically generates a professionally designed CV from user input
- Implements real-time job scraping tailored to the user's qualifications
- FastAPI-powered backend for high-performance async processing
FastAPI · React.js · MongoDB · Python
Code →
OyeAmigo
A Kotlin-based Android social media application that helps users discover and connect with others who share similar preferences. Built with a focus on performance and clean code using Kotlin's modern language features.
- Built a Kotlin-based social media application for fostering connections
- Leveraged Kotlin's null safety for a cleaner, crash-resistant codebase
- Firebase backend for real-time data sync and authentication
Kotlin · Android SDK · Firebase
Code →
Each project answers a small, concrete question. The interesting ones leave behind a method, not just a demo.