vatsal patel
@vatsalpatel2
Forward Deployed Engineer building production-ready agentic AI systems end-to-end.
CanadaWhat I'm looking for
I’m a Forward Deployed Engineer–oriented builder who owns technical delivery end-to-end—architecting agentic AI systems, shipping them to production, and supporting them on-site under real operational pressure. I shipped Resume2Job (resume2job.net), an AI-powered platform built solo using Docker and CI/CD, and created AIC, an open-source protocol for LLM agent-to-tool interaction. I’ve also built multi-provider agent orchestration with LangChain/LangGraph and an open local orchestration platform using Vertex AI, OpenAI, and Anthropic.
With four years of experience spanning enterprise stakeholder delivery, compliance-system automation, and on-site technical operations at high-stakes events, I balance customer-facing problem-solving with hands-on engineering in Python, SQL, Docker, and cloud deployments. At FIFA 2026 World Cup, I delivered time-sensitive on-site technical support and maintained SLA compliance while troubleshooting hardware, software, and network issues. Across roles, I’ve automated workflows, mentored teams on AI-assisted development, and delivered training to 200+ stakeholders to build practical data literacy.
Experience
Work history, roles, and key accomplishments
Founder & Builder
Independent
Jan 2025 - Present (1 year 6 months)
Architected and shipped multiple agentic AI products, including Resume2Job (DOCX-first ATS parsing, AI coach, and skill-gap matching) and AIC, an open-source protocol for LLM agent-to-tool interaction.
Provided on-site technical support for Lenovo hardware at FIFA 2026 venues, triaging tickets in ServiceNow and troubleshooting end-user hardware, software, and network connectivity.
Contributed to LLM training by scoring and providing written feedback on model outputs, supporting reinforcement learning from human feedback (RLHF) data quality.
Evaluated and ranked LLM responses for general knowledge and reasoning tasks to support RLHF data pipelines, including prompt-response review for factual accuracy and reasoning quality.
Investment Governance Analyst
Canadian Tire Corporation
Apr 2023 - Aug 2024 (1 year 4 months)
Drove adoption of generative AI (Gemini, ChatGPT) to automate unstructured data extraction and built compliance-monitoring automation using Python and AI tools.
Data Analyst
Gate Gourmet Canada
Sep 2022 - Mar 2023 (6 months)
Implemented automated data-quality audits with Python and used generative AI to accelerate script and documentation creation, reducing data discrepancies and improving workflow reliability.
Optical Engineer
ISP Solar Inc
Oct 2021 - Feb 2022 (4 months)
Optimized optical component placement to improve sunlight-collection efficiency using Zemax Optic Studio and built an interactive visualization framework with Python and Matplotlib.
Education
Degrees, certifications, and relevant coursework
McMaster University
Master of Engineering, Engineering Physics
Completed a Master of Engineering in Engineering Physics at McMaster University.
Gujarat Technological University
Bachelor of Engineering, Electronics and Communication
Completed a Bachelor of Engineering in Electronics and Communication at Gujarat Technological University.
Availability
Location
CanadaAuthorized to work in
Website
resume2job.netJob categories
Skills
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