Forward-thinking technology leader passionate about leveraging AI and systems expertise to develop impactful, real-world solutions, particularly within healthcare and infrastructure domains. Proven ability to design, implement, and optimize complex systems, drive innovation, and lead teams to success.
Contact: [email protected] | LinkedIn
| Category | Skills |
|---|---|
| Technical Skills | C/C++, Python, kernel, assembly | Jira/Git | HTML/CSS, Bootstrap, Flask, NoSQL, REST |
| AI & Machine Learning | PyTorch, Model Development & Deployment, Published Research (CAR J. & RSNA J.), ML Classification, Data Pipelines |
| Systems & Cloud | Windows/Linux Servers, AD | VoIP, VLAN, Cisco CCNA | AWS, Docker, Heroku | VMware |
| Hardware & Firmware | Verilog and FPGA digital design | Embedded ARM microcontroller development |
| Medical Imaging & Healthcare IT | RIS, PACS, HL7, DICOM workflow | Secure handling of patient data (PHIPA/PIPEDA) |
- Maxoft Inc., IT Consultant (2022 - Present)
- Delivered automation, web development, and digital marketing solutions, boosting client efficiency by up to 40% and web engagement by 30%.
- Unity Health Toronto & St. Michael's Hospital, AI Research Engineer (2021 - 2022)
- Developed AI tool improving CT scan DICOM tagging accuracy from <50% to >99%, enhancing diagnostic workflows and patient care.
- Published research on Machine Learning Classification on CT Imaging in the Canadian Association of Radiologists Journal and RSNA's Radiology: Artificial Intelligence Journal.
- Ensured secure handling of 50,000+ patient records in compliance with PIPEDA, TCPS 2, and hospital privacy standards.
- Deluxe Entertainment, IT Analyst II (2013 - 2014)
- Led company-wide upgrade of 100+ PCs, enhancing security and mitigating risks.
- Implemented IT policies and SOPs that reduced average ticket resolution time by 10-15%.
- SIMMS Inc., System Administrator & Senior Technical Support Representative (2010 - 2013)
- Led and mentored a 3-person support team.
- Coordinated hardware/software integrations (HL7, DICOM, RIS, PACS) in hospital settings.
- Royal Canadian Navy, Marine Engineer (2008 - 2009)
- Maintained mission-critical mechanical and electrical systems under high-pressure environments.
- University of Toronto - Bachelor of Applied Science (BASc) in Computer Engineering (2014 - 2022)
- University of Toronto - Engineering Business with Leadership Focus (2018 - 2022)
ML Classification on CT Imaging: A PyTorch implementation of machine learning models for classifying medical conditions based on CT imaging data. This project formed the basis of published research in CARJ and RSNA, demonstrating proficiency in developing and validating AI solutions for medical imaging.
MediFormGen: A system for generating and managing medical forms, streamlining patient intake and data collection processes within healthcare settings.
GMaps Clone OSM: MAKS Maps: A clone of Google Maps built using OpenStreetMap data, showcasing skills in mapping technologies, APIs, and user interface design.
CityGlazing website: A full website developed for City Glazing, demonstrating proficiency in front-end (HTML, CSS, JavaScript) web development and UI/UX design.
SmartCore SafeLift: An elevator simulator project highlighting skills in system design, control algorithms, interrupt handling and real-time programming.
'72Pong: A recreation of the classic game Pong, showcasing fundamental game development skills, including hardware interfacing and low-level programming with ISRs.
Seeking opportunities to leverage my AI and systems expertise to build innovative and impactful solutions. Let's connect!