Selected Work
Production-grade AI and machine learning projects, from LLM applications to reinforcement learning systems.
Nova
AI Document Management
Won Saturn Hackathon.
Multi-agent autonomous system for accounting firms with automated document processing and compliance validation. Features AI-powered data extraction, built-in VAT validation, duplicate detection, and AI chat assistant with tool calling. Implements automated chaser emails, secure upload portals, and full audit trail with entity tracking.
Katsu
Agentic Server Management
Built at RealityMine. LLM-powered agentic fleet management.
Features complete CLI interface, Slack integration with webhook handlers, and automated alarm remediation workflows. Reduced MTTR from 1-2 hours to minutes. Implements tool use with function calling, multi-agent architecture with verifier agents, prompt injection prevention, HITL confirmation workflows, and persistent SSH session pooling.
flashbits
Coding Interview Prep
Sold. AI-powered swipe-based mobile learning platform.
Swipe-based learning platform with AI-generated quizzes, AI assistant for personalized guidance, and spaced repetition algorithms. Features gamification with XP system and achievement ranks, comprehensive progress analytics, and 1,700+ curated DSA problems. Implemented intelligent question recommendation engine and performance tracking across 14 topic categories.
Arc
AI Productivity Assistant
Multi-agent productivity system with intelligent task management.
AI-powered productivity platform with multi-agent assistant architecture for task organization and prioritization. Features intelligent task decomposition, automated day planning, calendar integration with conflict resolution, and adaptive scheduling algorithms.
Litigat8
Legal AI Assistant
Multi-agent RAG system with workflow orchestration and shared memory.
Production multi-agent system with agent orchestration, task decomposition, inter-agent communication, and supervisor coordination. Features complete workflow management with agent handoffs, shared memory with context persistence, hierarchical document chunking, hybrid retrieval, and query routing.
Hunter & Prey
Multi-Agent RL
Multi-agent reinforcement learning in POMDPs using actor-critic PPO.
Features curriculum learning, reward shaping, experience replay buffers, and prioritized sampling with CTDE architecture for training intelligent agents in competitive environments.
Stock Price Prediction
LSTM Neural Networks
Time-series forecasting with stacked LSTMs and attention mechanisms.
Features technical indicator pipelines, walk-forward validation, backtesting frameworks, and model serving with drift detection for financial time-series analysis.
Facial Recognition
Attendance System
Production CV pipeline with MTCNN face detection and deep metric learning.
Implements cosine similarity matching, liveness detection, anti-spoofing, and GDPR-compliant biometric hashing for automated attendance tracking.