Software developer specializing in iOS development, machine learning, and data science. Passionate about building practical applications that solve real-world problems, from mobile apps to distributed ML systems on AWS.

🏆 HackIllinois 2020 Winner - Caterpillar Anomaly Detection Challenge

💼 13 Public Projects | 🎯 Active Development on SnapHabit | ⭐ Open to Collaborate

Production-grade autonomous agent using ReAct pattern for content generation

• Multi-LLM orchestration (OpenAI GPT-4o, Claude Sonnet 4)
• Autonomous research → write → review → publish workflow
• Self-refinement loop with 8.0/10 quality threshold
• GitHub Actions automation (generates 30 articles/month)
• Tech: Python, ReAct Pattern, LLM APIs, CI/CD

Distributed deep learning system for early-stage leukemia detection

• Production-scale ML on AWS (S3, EMR, SageMaker)
• Apache Spark for distributed processing
• 25,794+ medical cell images from 118 patients
• CNN-based classification with transfer learning

Modern iOS habit tracking app (Active Development)

• Built with SwiftUI and native iOS frameworks
• CloudKit integration for data sync
• APNs push notifications with smart scheduling
• Clean architecture with MVVM pattern

YOLO-based real-time object detection for self-driving cars

• YOLO v2 implementation for vehicle detection
• Real-time inference on dashcam footage
• Bounding box prediction and visualization

Comprehensive cryptocurrency market analysis

• Time series forecasting with ARIMA
• Market trend visualization and clustering
• Statistical analysis of price movements

• SnapHabit - Habit tracker with CloudKit & APNs
• DallasWay - Location-based attractions finder with MapKit
• Talkie - Communication app showcasing MVVM architecture

• MediumAgent - Agentic AI with ReAct pattern & multi-LLM orchestration
• C-NMC Leukemia - Distributed deep learning on AWS
• Autonomous Driving Detection - YOLO object detection
• Exoplanet Hunting - Ensemble ML classification
• Movie Sentiment Analysis - NLP sentiment classification
• Baby Safety Monitor - Deep learning for safety monitoring

• Bitcoin Investigation - Crypto market analysis in R
• Caterpillar Anomaly Detection - HackIllinois 2020 winning solution
• House Price Prediction - Kaggle competition with Tableau
• POS Tagging with HMM - Statistical NLP

• 🤖 MediumAgent - Autonomous agentic AI system publishing 30 iOS articles/month using ReAct pattern
• 📱 SnapHabit - Building a modern iOS habit tracker with CloudKit sync and smart notifications
• 📚 Learning advanced SwiftUI animations and transitions
• 🧠 Exploring agentic AI patterns and LLM orchestration
• 💰 Building content monetization through Dev.to + Medium Partner Program

💡 Always learning, always building