Systems architect and engineer with experience delivering end-to-end solutions across embedded systems, cloud infrastructure, AI/ML, and data platforms. Bridges business strategy and technical execution to build scalable, production-grade systems — with over $1M in client savings. Highly passionate about solving real business problems through custom technological tooling, and using AI to ship faster and with more precision.
Delivered over $1M in savings through bespoke automation, tooling, and cloud-native integrations across startups and established firms.
Lead architect on recovery of a $3M pharmaceutical production system following a critical implementation failure. Delivered to 99.9% uptime.
Completed a CS degree in half the standard timeframe, including graduate-level coursework, while working full-time.
Improved system reliability and stability on a live pharmaceutical production system, achieving 99.9% uptime in a critical manufacturing environment.
Architected and deployed custom end-to-end solutions for startups and established firms, modernizing legacy infrastructure and delivering over $200,000 in direct savings through automation, tooling, and cloud-native integrations.
Served as lead architect for an embedded system in pharmaceutical manufacturing, successfully recovering and delivering a $3M production system following a critical implementation failure.
Managed high-value asset optimization engagements with complex technical and logistical constraints, ensuring delivery aligned with financial and regulatory milestones.
Architected and maintained a high-traffic production website and migrated legacy company infrastructure to cloud-based systems, resulting in a 50% increase in user engagement.
Open-source AI development environment that unifies Claude Code, Cursor/Codex, and a local Ollama model into a coordinated team. Shared brain context, behavior rules, task routing, and a dual-review gate for critical architecture decisions. Includes an agentic local model that executes tasks autonomously via tool calling.
Custom Arch Linux distro with a built-in AI assistant. Adaptive on-device & remote compute, file organization by meaning, context-aware sidebars, and privacy-first defaults.
Modular AI assistant with memory retrieval, dynamic model selection, and a vector-based embedding pipeline. REST APIs for file-aware QA, long-term and short-term memory, and an action-logging system for transparent decision-making.
Large-scale data pipeline for one of Canada's largest data consulting companies. Medallion architecture (bronze/silver/gold) to ingest, clean, and aggregate data. Engineered features and trained Spark ML models for purchase recommendations.
Anomaly detection in financial data using quantum and classical algorithms. Quadratic-speedup approach using quantum counting and Grover-style search to identify outliers.
Cross-platform desktop productivity widget for habit tracking and goal management. Per-task timers, streak tracking, 30-day history, glassmorphic UI. CI/CD via GitHub Actions.
Built through hands-on construction of multi-agent systems, local model deployment, and daily use of AI tools to architect, code, and ship production software faster and with more precision.
Learned through Toronto Metropolitan University, Udemy, and self-taught practice across multiple production and research projects.
Embedded systems, cloud infrastructure, and backend engineering built through production deployments and recovery of mission-critical systems.
Developed through competitive sports, professional work, and consistent initiative across every domain I operate in.
What makes me unique — shaped by an immigrant background and an innate drive to excel in every environment.
4.0/4.0 GPA, Dean's List. Completed the degree in half the standard timeframe, including select graduate-level coursework.
Relevant courses: Machine Learning, Data Science, Probabilities and Statistics, AI, Data Structures, Database Systems, Algorithms (C++), Discrete Structures, Calculus, Linear Algebra, Quantum Software Engineering, Operating Systems, Computer Organization 1 & 2.
Certifications: IBM Basics in Quantum Information certificate (March 2025)
Achieved the Dean's List Award for the 2023/2024 academic year.
Competed at the highest non-professional level in Ontario after over a decade of dedication. Became co-captain, then transitioned to coaching younger development teams.
Trained and coached individuals one-on-one across fitness, nutrition, and skill development.
Tutored peers in Computer Science and Mathematics, breaking down complex technical material into clear, digestible explanations.
Whether you need end-to-end systems architecture, production engineering, or someone who bridges technical depth and business clarity — let's talk.