Professional Overview
Software developer specializing in AI orchestration, enterprise systems, and intelligent automation. I bridge the gap between traditional application engineering and modern AI workflows, with a strong foundation in full-stack web, native Android, and game logic design.
Core Technologies
Experience
AI Development Student
2025 - Present- • Designed and deployed advanced deep learning architectures (CNNs, RNNs, GANs) using TensorFlow and PyTorch.
- • Implemented state-of-the-art NLP solutions utilizing Transformer architectures (BERT, GPT-3) and spaCy for intent recognition.
- • Analyzed and mitigated machine learning security vulnerabilities, developing robust models resilient against data poisoning and evasion attacks.
- • Optimized model performance by leveraging NVIDIA GPU hardware acceleration systems (CUDA, TensorRT).
- • Developed precision software solutions requiring extreme focus and multitasking; Expert at mastering complex technical systems quickly.
Guild Leader, Raid Organizer & Discord Administrator
2022 - 2024- • Led a diverse team of players in high-pressure, strategic raid environments; developed and implemented group strategies to achieve objectives.
- • Organized weekly raids and social activities across various time zones to ensure high engagement.
- • Recruited and mentored new members, assessing strengths and team dynamics.
- • Analyzed player performance metrics using in-game tools to identify areas for improvement and provide feedback.
Budtender Keyholder
2021 - 2024- • Daily counting of till and vault; ensured 100% compliance with AGCO and Smoke-Free Ontario regulations.
- • Educated customers on safe use, terpene profiles, and THC/CBD ratios to provide consultative sales experiences.
- • Managed stock work, labeled shelves, and handled rigorous ID/credential verification for all guests.
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
CST8277Built 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.
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Curated and Created by Me
Noah Oosting — Open to Work