Featured Projects.
Explore my latest technical builds, ranging from Machine Learning RAG pipelines and custom AgTech IoT hardware to high-performance C++ control systems and scalable full-stack web platforms.
G.O.S. Phytotron Sensor Node & AI Engine
Jan 2026 - Present
End-to-end development of an ultra-low-power IoT monitoring system for precision agriculture. Engineered custom 4-layer PCB (KiCad) with nRF52840 SoC, achieving 360nA quiescent current and 7+ year battery life. Integrated Zephyr RTOS Thread mesh networking for institutional-grade plant phenotyping.
HPC Energy Optimization & DVFS Control System
Sep 2025 - Mar 20, 2026
Dynamic frequency scaling system for miniMD reducing energy consumption during non-compute phases. Implemented a Beta-Adaptation algorithm and a 'Race-to-Idle' strategy for MPI communication phases, using Intel RAPL to validate energy efficiency on 32-core Xeon/EPYC nodes.
Advanced Kubernetes SIG-Apps Contribution (lws)
Feb 2026 - Present
Upstream core contributor to the Kubernetes LeaderWorkerSet (LWS) controller. Implementing state-machine fixes for highly-available pod orchestration and improving API boundary safety for distributed GPU scheduling.
Energy-Aware Endpoint Picker Plugin (EPP)
Mar 2026 - Present
Designed and implemented a Kubernetes-native Multi-Objective Routing Engine for the llm-d ecosystem. Integrates Carbon-Aware Controllers and eBPF telemetry to dynamically route LLM inference workloads based on real-time node power consumption.
Kubernetes SIG-Cluster-Lifecycle (kubespray)
Mar 20, 2026 - Present
Active upstream contribution to Kubespray for large-scale cluster deployments. Focusing on cgroup v2 migration pathways and automated bootstrap stability for production-ready bare-metal infrastructure.
ApplicaAI - AI-Powered Job Assistant
Aug 2025 - Jan 10, 2026
Production-grade AI SaaS resume builder architecting a streaming chat system using Vercel AI SDK. Orchestrates 13 LLM models across 3 providers with Redis-backed leaky bucket rate limiting and Supabase PostgreSQL backend with JSONB storage.
High-Fidelity Engineering Portfolio (v2)
Mar 26, 2026 - Present
The very site you are viewing. Developed with Next.js 16 and React 19, featuring an interactive 3D WebGL Command Center, custom HUD components, and real-time GitHub synchronization using the GraphQL API.
Automated Stock Trading Agent (DQN)
May 2025 - Present
Intelligent stock trading agent leveraging Reinforcement Learning (DQN) and OpenAI Gym. Trained on historical data with technical indicators (EMA, MACD, RSI), featuring experience replay and epsilon-greedy exploration for optimal trading policies.
PortraitArt Gallery
Jun 2025 - Mar 13, 2026
Full-stack web application leveraging U²-Net architecture for salient object detection to transform images into high-quality artistic portraits. Features custom-built PyTorch inference pipeline and OpenCV morphological mask refinement for professional edge quality.
Algorithmic Cryptocurrency Trading System (v2)
May 2025 - Jan 5, 2026
Modular backtesting system for 28+ assets with a 5-stage pipeline. Engineered an API management layer with exponential backoff and calculated critical KPIs including Sharpe Ratio (2.69) and Maximum Drawdown across volatile markets.
RISC-V CPU Architecture
Sep 2024 - Feb 10, 2026
32-bit single-cycle RISC-V processor architected in VHDL/Verilog for ELEC 374. Features a complete instruction set (R-type, I-type, S-type, B-type) with integrated ALUs, control units, and hazard detection logic.
L4 Autonomous Vehicle Object Detection
Aug 2025 - Mar 20, 2026
Custom YOLOv8 training pipeline for the Queen's AutoDrive team. Orchestrated large-scale dataset labeling and model fine-tuning to achieve high-precision detection of urban driving obstacles (cones, pedestrians, signals).
Flight Planning System
Jan 2024 - Mar 25, 2026
Robust Java-based flight trajectory planning system. Implemented Dijkstra’s algorithm and graph-based data structures to calculate optimal paths with real-time constraint handling for multi-leg air travel.
PDF Chatbot (RAG System)
Mar 2025 - Feb 15, 2026
Intelligent document assistant using LangChain and OpenAI’s GPT-3.5-turbo. Employs PyPDFLoader for semantic chunking and ChromaDB for vector retrieval-augmented generation (RAG).
FYIC 2025 Conference Website
Mar 2025 - Feb 18, 2026
High-traffic server-side rendered application for 18+ universities. Automated image optimization using Sharp (95+ Lighthouse score) and orchestrated GitHub Actions for zero-downtime Vercel/Cloudflare deployments.
Deel Legal Intelligence AI
Feb 7, 2026
Advanced RAG-based legal analysis engine designed for contract compliance and clause identification. Utilizes recursive character splitting and specialized vector index tuning for high-precision legal document retrieval.
Summer of Code Debian Technical Proposal
Mar 22, 2026
Formal architectural proposal for the Debian Summer of Code 2026, focusing on infrastructure automation and package management optimization.
GitHub Analytics Command Center
Mar 27, 2026
Internal data engine used to synchronize repository metadata, activity streams, and technical skill clusters for this portfolio portfolio. Powered by Python and GitHub REST/GraphQL APIs.
HPC Deep Learning
Sep 2024 - Dec 20, 2025
High-performance deep learning repository for ELEC 475. Implemented distributed training of CNNs on GPU clusters, focusing on batch-normalization optimization and memory-efficient compute.
Virtual Try-On: Clothing AI
Jun 2025 - Dec 15, 2025
Perspective transformation-based clothing overlay utilizing cvzone’s PoseModule and OpenCV warping functions. Implemented semi-transparent overlay blending and green screen removal for realistic media streaming.
Local LLM PDF Chatbot
Apr 2025 - Dec 5, 2025
Privacy-centric RAG system using local LLMs (via Ollama/LlamaCpp). Integrates LangChain for document ingestion and ChromaDB as a local vector store, ensuring data never leaves the host machine.
YOLO Dataset Visualizer
Jun 2025 - Jul 11, 2025
Web-based validation tool for YOLO object detection datasets. Accelerates ML pipelines by providing rapid batch visual verification of bounding boxes and class-label mappings with ZIP export capability.
Software Specifications Suite
Sep 2024 - Jun 28, 2025
Comprehensive documentation and formal modeling of complex software systems. Developed UML diagrams, state machines, and functional requirements for scalable enterprise architectures.
Conference DB Management
Jan 2025 - Jun 28, 2025
Full-scale SQL database for conference orchestration. Designed normalized schemas (3NF/BCNF) and implemented complex triggers/procedures for registration, scheduling, and attendance tracking.
XML Annotation Processor
May 2025 - Jun 28, 2025
Python-based utility for mass processing of machine learning annotations. Automates the transformation of XML (Pascal VOC) to TXT (YOLO) formats with data augmentation and validation checks.
Classic Pacman Engine
Jan 2024 - Jun 28, 2025
Classic arcade game recreation in Java/Python. Implemented A* pathfinding for ghost AI behavior and collision detection algorithms for real-time gameplay optimization.
Walk-Jump Motion Classifier
Jun 2, 2025
Human activity recognition system using IMU sensor data. Trained a Random Forest classifier to distinguish between walking, jumping, and stationary states with high temporal precision.
GuessMaster Android Game
May 2024 - Jun 2025
Interactive Android quiz application developed in Java. Features a modular activity-based architecture with dynamic ranking systems and persistent user score storage.
Excel Data Modeling
Jan 2025 - Mar 20, 2026
Complex financial modeling and cell-lineage data analysis initially in Excel, now being integrated into lightweight C-based terminal spreadsheeting tools.
CUDA GPU Programming
Oct 2024 - May 16, 2025
High-performance parallel algorithms implemented in CUDA C++. Optimized matrix multiplications, stencils, and reductions to achieve significant speedups over CPU-based baselines.
Arduino Rock-Paper-Scissors
Nov 2023 - Oct 19, 2024
Hand-gestured interactive game using infrared sensors and Arduino. Engineered real-time gesture matching and competitive scoring logic for a physical hardware interface.
EV Battery Enclosure
Jan 2023 - Oct 19, 2024
Mechanical design and BMS for an EV conversion. Engineered a custom aluminum enclosure with integrated liquid cooling, reducing peak thermal spikes by 40%.
Smart Home Security Platform
Oct 19, 2024
Arduino-based physical security platform integrating PIR and ultrasonic sensors for intrusion detection. Features custom state-machine logic for comprehensive monitoring.
Arduino Robotic Assistive Arm
Aug 2023 - Oct 18, 2024
AI-driven robotic arm integration for accessibility. Developed a computer vision pipeline using OpenCV to coordinate a 6-DOF Kinova arm with a Clearpath Jackal UGV.
Desktop Lighting IoT Lamp
Dec 2024 - Oct 18, 2024
IoT-enabled smart lamp project. Features custom PCB design with PWM-based dimming control and remote activation via ESP32 integration.
SolidWorks Camera Design
Jan 2025 - Oct 18, 2024
Mechanical design and casing for a robust security camera system. Modeled in SolidWorks with considerations for IP67 weatherproofing.
TaskMaster Productivity Suite
Apr 2025
Full-featured task management app with complex database schemas and PostgreSQL triggers for automated profiling. Implemented row-level security (RLS) for data isolation.
Workout Streak Hub
Apr 2025
Personal fitness tracker developed with modern React patterns and Supabase authentication. Features daily workout logging, progress visualization, and CI/CD on Vercel.
travelExpenseTracker
Dec 2024 - Jun 22, 2025
Android finance app with SQLite-backed authentication and real-time spending analytics using MPAndroidChart for competition teams.
ChillnCharm Ecommerce Engine
May 2024 - Aug 2024
Android e-commerce prototype built with MVVM and Clean Architecture. Integrates Retrofit and ROOM for localized SQLite caching.
LinkedIn Connection Automator
Jun 3, 2025
Python automation tool integrating Selenium and OpenCV template matching to identify UI states. Fault-tolerant workflow for educational technical demonstration.
ASL Hand Sign Detector
May 2025 - Jun 3, 2025
Deep learning system for sign language recognition. Trained a custom CNN to classify ASL alphabets from live video feeds.
Enterprise Stock Dashboard
May 2025
Comprehensive financial analytics suite built with Power BI and Excel Power Query. Normalizes disparate market data into interactive visualizations.
Mobile Virtual Try-On (AR)
Jul 2025 - Dec 1, 2025
Experimental mobile application utilizing augmented reality and Pose Estimation to simulate clothing trial for e-commerce platforms.
Algorithmic Crypto Trading (v1)
Apr 2025 - Jul 11, 2025
Initial prototype of a modular trading engine focusing on basic backtesting and historical data ingestion for limited assets.
Summer of Code Debian 2026
Mar 22, 2026
Technical implementation research and proposal for automated package testing architectures within the Debian ecosystem.
Nios II Assembly Engineering
Jan 15, 2026
Laboratory series focusing on Nios II Soft Processor architecture. Designed low-level interrupt handlers, memory-mapped I/O routines, and performance-tuned assembly algorithms.
Autonomous Mode CAN Bus DBC
Jan 20, 2026
DBC file architecture and message mapping for L4 autonomous vehicle mode switching via CAN bus. Defines critical safety messages and control unit arbitration logic.
Contributor Playground
Feb 18, 2026
Sandboxed Docker environment for rapid testing of upstream Kubernetes patches and CI/CD workflow simulations.
Engineering Hub (Profile Data)
Jun 1, 2025
Central configuration and meta-data engine for my GitHub profile, including automated status tracking and technical identity orchestration.
Legacy Archive: First Repo
Aug 12, 2024
My initial foray into open-source version control. Represents the foundational commit that started this engineering journey.
Fyic 2025 Website (Prototype)
Dec 10, 2025
Initial architectural prototype and skeleton for the FYIC 2025 conference platform.
GitHub Infrastructure Dashboard
Mar 27, 2026
Real-time analytics engine and dashboard interface for monitoring GitHub repository metrics and contribution velocity.
Live GitHub Feed.
Real-time synchronization with my public repositories. This section is powered by the GitHub GraphQL API, showcasing my latest technical iterations and open-source contributions.