Detailed builds across robotics, AI/ML, and backend systems with architecture and implementation notes.
Recruiter-focused breakdown available in the case studies section.
Open Sellavie.ai case study
Multi-tenant FastAPI backend that automates Instagram, Facebook, and WhatsApp conversations and connects them to order, invoice, and payment workflows.
Tenancy
business_id isolation
Rate limit
100 req/min per IP
Adaptive music recommendation system that learns listener preferences over time and generates explainable playlists using embeddings and contextual signals.
Modeling
taste embeddings + memory
Output
explainable playlist ranking
Autonomous retail robot for inventory tracking, customer assistance, and ERP synchronization using ROS, YOLOv5, and DeepSORT.
Detection
YOLOv5 + DeepSORT
Training
1000 epochs
ROS-based quadruped guidance system using YOLO perception and audio feedback to support visually impaired users in navigation tasks.
Platform
Unitree Go1 + Gazebo
Perception
real-time YOLO pipeline
ROS and Gazebo disaster-response simulation project focused on SLAM mapping, autonomous navigation, and hazard-aware exploration.
Environment
unknown-map exploration
Pipeline
SLAM + autonomous routing
Applied AI + IoT project using neural networks to predict photovoltaic power efficiency from real-time operational telemetry.
Training
1000 epochs
Evaluation
MSE, MAE, MAPE, R²
Evolutionary optimization project implementing selection, crossover, mutation, and fitness-driven search.
Algorithm
selection + crossover + mutation
Use case
complex search-space optimization
Portfolio of data mining and supervised learning experiments covering preprocessing, feature engineering, and predictive modeling.
Scope
multi-dataset experiments
Focus
end-to-end ML workflow