Professional Overview
Aspiring software developer bridging the gap between traditional engineering and modern AI orchestration. With a strong foundation in Android, Web, and Game development, I am currently specializing in building agentic workflows and intelligent systems. Passionate about writing clean, maintainable code and solving complex problems through innovative automation.
Core Technologies
Experience
AI Development Student
2025 - Present- • Designing and deploying advanced deep learning architectures including CNNs, RNNs, and GANs using TensorFlow and PyTorch.
- • Implementing state-of-the-art Natural Language Processing solutions utilizing Transformer architectures (BERT, GPT-3) and spaCy for intent recognition.
- • Analyzing and mitigating machine learning security vulnerabilities, developing robust models resilient against data poisoning and evasion attacks.
- • Executing end-to-end data mining and visualization pipelines to extract actionable insights from large-scale datasets.
- • Optimizing model performance by leveraging NVIDIA GPU hardware acceleration systems.
Education
Artificial Intelligence and Machine Learning
Machine Learning Optimization Strategies
INFO-6154Pruning and quantizing VGG16 models to reduce size by 50% while maintaining 95% accuracy for edge deployment.
Profiling deep CNN training loops to identify bottlenecks and demonstrating 10x speedups via CUDA acceleration.
Deep Learning with Tensorflow & Keras 2
INFO-6152Building DCGANs to synthesize realistic facial imagery and implementing Neural Style Transfer.
Designing LSTM/GRU recurrent networks for high-accuracy sentiment analysis on the IMDb dataset.
Natural Language Processing 2
INFO-6153Adapting pre-trained BERT models for specialized financial sentiment analysis tasks.
Implementing autoregressive generation pipelines using GPT-2 for creative fiction.
Machine Learning Security
INFO-6149Generating FGSM adversarial examples to fool classifiers and implementing defensive distillation to restore robustness.
Simulating training set contamination and building outlier detection systems to sanitize data.
Social Media Analytics
INFO-6155Real-time ingestion and sentiment classification of live social streams for brand reputation tracking.
Deep Learning with Pytorch
INFO-6147Training CNNs on custom collected datasets using Transfer Learning (ResNet) and data augmentation.
Computer Programming
Enterprise Application Programming
CST8277Engineered a scalable backend service using Spring Boot, designing RESTful endpoints and implementing role-based security protocols.
OOP with Design Patterns
CST8288Refactored monolithic Java applications by applying Singleton, Factory, and Strategy patterns to improve maintainability.
Advanced Database Topics
CST8276Developed complex PL/SQL stored procedures for business logic automation and integrated NoSQL data streams.
Mobile Graphical Interface Programming
CST2335Implemented complex UI layouts, local data persistence, and asynchronous network operations.
Featured Projects
A sophisticated data pipeline for scraping and processing Canadian government documents for RAG systems. Scrapes CRA and Service Canada documents, extracts text from PDFs, and generates vector embeddings.
A 'Government Document Assistant' designed to simplify complex Canadian forms. Features a wizard-style interface, plain language translations, and AI-driven form assistance to help users navigate bureaucracy.
A Godot-based prototype game demonstrating real-time LLM integration and agentic gameplay via a custom TCP middleware bridge. Relays commands between an external MCP client and the game environment.
Lead Developer for an external client project delivering a custom software solution within a strict Agile environment. Managed the full SDLC from requirements gathering to deployment.
A collection of performance and audio enhancement plugins for the Old School RuneScape client. Includes the 'Pokemon Low HP' plugin which plays anxiety-inducing audio cues when health drops below a threshold.
View Project Archive
6 more projects...
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