Maksym Trezkov

Founder

Cracow, Małopolskie, Poland3 yrs experience
AI EnabledAI ML Practitioner

Key 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.
Stackforce AI infers this person is a strategic AI Solutions Architect with expertise in edge AI and MLOps across multiple industries.

Contact

Skills

Core Skills

Ai Solution ArchitectureProduct StrategyComputer VisionMlops

Other Skills

Technology ConsultingProduct RoadmappingGo-to-Market StrategyCross-functional Team LeadershipINT8Amazon Web Services (AWS)AWSStakeholder ManagementHardware/Software IntegrationStrategic PlanningClient Engagement & Requirements GatheringBusiness DevelopmentMLOps & AI InfrastructureEdge AIEmbedded Systems

About

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.

Experience

3 yrs
Total Experience
2 yrs 3 mos
Average Tenure
1 yr 5 mos
Current Experience

Edgineo

CEO & Founder

Dec 2024Present · 1 yr 5 mos · Cracow, Małopolskie, Poland

  • Founded and lead an AI solutions consultancy & service that helps companies across multiple industries move from concept to production-ready AI products. I own the full client lifecycle - from initial discovery and strategic assessment through solution design, team coordination, and final delivery.
  • Over the past year, I've led multiple end-to-end engagements spanning defense, healthcare, industrial IoT, and autonomous systems. In each project, I serve as the primary architect and strategic advisor: I conduct deep research, evaluate the competitive landscape, define the product vision, build development roadmaps, and lead cross-functional teams to execution.
  • Key highlights:
  • Acquired and managed a diverse portfolio of clients across 4+ industries, delivering production-grade solutions under strict timelines and budgets
  • Designed full-stack product architectures and go-to-market strategies, helping clients transform early-stage ideas into investor-ready MVPs and recurring-revenue product lines
  • Led hardware evaluation, vendor selection, and system integration across multiple deployment environments - ensuring vendor independence and cost efficiency
  • Established internal standards for technical roadmapping, architectural decision-making, and delivery processes
  • Grew the business through direct sales, investor pitches, conference presentations, and thought leadership content
AI Solution ArchitectureTechnology ConsultingProduct Strategy

Defendeye p.s.a.

Computer Vision Engineer / MLOps Engineer

May 2023Aug 2025 · 2 yrs 3 mos · Cracow, Małopolskie, Poland

  • Joined as a Computer Vision Engineer focused on UAV-based detection systems and grew into a cross-functional team leadership role on a Google-partnered initiative. Delivered measurable improvements in detection accuracy and pioneered capabilities that became key competitive differentiators for the product. Promoted to lead a team building real-time health monitoring solutions for mobile platforms.
INT8Amazon Web Services (AWS)Computer VisionMLOps

Education

Belarusian State University

Bachelor's degree — Economics

Sep 2018Aug 2021

Stackforce found 100+ more professionals with Ai Solution Architecture & Product Strategy

Explore similar profiles based on matching skills and experience