Engineering Project Archive
Backend infrastructure AI systems
Hardware-aware engineering.
A focused collection of the systems I have built while developing my engineering foundation: AI-native backend services, scalable API architectures, agentic workflows, edge inference, and UAV software. Each brief highlights the problem, my contribution, and the technical decisions behind the build.
Curated Projects
From ideas to working systems.
These briefs document how I approach engineering problems: defining the challenge, designing the system, choosing the stack, and turning ideas into working implementations.
API Change Radar
Production-minded FastAPI backend service that compares OpenAPI specs, detects breaking changes, classifies release risk, and exposes reviewable reports.
PathFinder-Ship
Local-first multimodal assistant combining ONNX language inference, hybrid RAG, web-search gating, camera control, and YOLO-NAS object detection.
Adaptive Edge AI Controller
Thermal-aware edge AI control layer for Jetson Orin NX that dynamically scales inference resolution and FPS using real-time telemetry.
Web AI Portfolio
An interactive, AI-powered portfolio built with Astro and TypeScript.
BrainMRI-OOD-10Models
Out-of-distribution brain MRI classification benchmark comparing 10 deep learning architectures with a custom MSAF-EffB0 model.
TEKNOFEST 2025 UAV
Competition-grade autonomous UAV systems project combining Jetson Orin NX edge AI, YOLOv8 perception, Pixhawk/Cube integration, ARE-ION ground control tooling, telemetry, and supervised field testing.
SUAS 2024 Cargo Transportation
Autonomous cargo delivery UAV system combining Jetson-based YOLOv8 perception, Pixhawk flight-controller integration, mission logic, mapping workflow, and field testing.
Drone-Based Forest Fire Detection System
Jetson Nano and Raspberry Pi Camera based edge AI system that detects forest fire signs from live video and sends image-based alert emails with location context.
Concrete Strength Prediction with MATLAB ANFIS
MATLAB ANFIS regression workflow for predicting concrete compressive strength with leakage-free preprocessing, validation-aware training, model export, and visual diagnostics.
Smart Campus Notification App
Android campus communication app for real-time announcements, category-based filtering, Firebase push notifications, and mobile-first emergency updates.
Bank Customer Churn Prediction
ANN-based machine learning application that predicts bank customer churn through a bilingual Streamlit interface with single-customer and batch scoring workflows.
Integrated Pharmacy Automation System
Multi-role pharmacy automation platform combining a C# desktop application, MsSQL database architecture, and Python-powered real-time barcode reading.
No projects in this area yet.