My Projects
Explore my work in software development, AI/ML, and data science.
Famous AI
SEO/AEO platform with automated content generation and domain analysis tools. Led full-stack development using FastAPI backend and Next.js frontend.
Vellar Tech Capital
Real estate chatbot with LangGraph-based RAG architecture and pricing prediction. Full-stack development using FastAPI, Next.js, PostgreSQL, and DigitalOcean.
Lexigram
Vocabulary training platform for French language learners. Backend with FastAPI, PostgreSQL, and Redis caching. Integrated LangChain for personalized word recommendations.
Transformable Patient Monitoring Platform
A transformable mechanical platform with real-time monitoring system for healthcare applications. Project associated with Kalubowila hospital.
Reinforcement Learning for Smart Agriculture
MSc research project developing a reinforcement learning based decision support system for smart agriculture using Linux-based RL algorithms on a crop simulation environment.
AWS Lambda Data Ingestor
AWS-based ikman-crawler data ingestor to Pinecone vector database. Developed AWS lambda triggers for DynamoDB and Lambda function to upload data into Pinecone Vector database.
Parcel Box Damage Detection
Computer vision system for classifying and localizing freight parcel damage. Built and evaluated Faster R-CNN with custom annotated dataset using Detectron2.
Smart Automated Tea Vending Machine
An RFID-enabled vending machine for tea dispensing with automated payment, ingredient monitoring, and user feedback. Built using Arduino Mega, RC522, ultrasonic sensors, and a servo-controlled dispensing mechanism.
AI-Based Path Planning with RNNs
An obstacle-avoiding, path-finding AI system using Elman Recurrent Neural Networks and lidar-based input simulation.