Maksym Trezkov — Founder
I help companies transform AI concepts into production-ready products that drive real business outcomes. As an AI Solutions Architect and Founder of Edgineo, I've spent the past 4 years working at the intersection of AI strategy, product design, and edge deployment helping businesses across defense, healthcare, IoT, and autonomous systems move from "we need AI" to shipped products. What I bring to the table: → End-to-End Solution Design - I take a client's raw idea, conduct deep market and technical research, design the full product architecture, build the development roadmap, and lead execution. From selecting the right hardware to defining the business model. → Proven Business Impact - My solutions have saved clients $200K+ annually, achieved 94-99% model accuracy (vs. 70-80% with off-the-shelf tools), and cut time-to-market by up to 90%. → Strategic Technical Leadership - I bridge the gap between business stakeholders and engineering teams. I translate business goals into technical roadmaps, delegate efficiently, and ensure teams ship on time and on budget. → Deep Domain Expertise - Edge AI, Computer Vision, Reinforcement Learning, MLOps, IoT, LLM, Agentic AI - across defense/UAV systems, health tech, industrial automation, and autonomous energy systems. I'm a strategic thinker who understands technology deeply enough to architect solutions that actually work in production and deliver measurable ROI. Currently open to AI Solutions Architect, AI Strategy, or Technical Product Leadership roles where I can help organizations build and ship AI products at scale.
Stackforce AI infers this person is a strategic AI Solutions Architect with expertise in edge AI and MLOps across multiple industries.
Location: Cracow, Małopolskie, Poland
Experience: 3 yrs
Skills
- Ai Solution Architecture
- Product Strategy
- Computer Vision
- Mlops
Career Highlights
- Transformed AI concepts into production-ready products.
- Achieved 94-99% model accuracy, outperforming off-the-shelf tools.
- Saved clients over $200K annually with innovative solutions.
Work Experience
Edgineo
CEO & Founder (1 yr 5 mos)
DefendEye P.S.A.
Computer Vision Engineer / MLOps Engineer (2 yrs 3 mos)
Education
Bachelor's degree at Belarusian State University