Alex Semchenkov
@alexsemchenkov
AI Program Manager delivering computer vision, ML pipelines, and RAG platforms across AWS, GCP, and Azure for startups and enterprises.
What I'm looking for
I deliver computer vision and ML pipeline projects at OpenCV.ai, regularly aligning with C-level execs on goals and priorities while driving upsells—80% of clients request follow-up work after initial engagements.
I’ve built multi-cloud data platforms for US and UK financial companies at DataArt, replacing obsolete systems and shipping solutions like a multi-cloud carbon emissions tracking platform. Earlier, I managed Big Data, IoT, and AI programs on AWS for Fortune 100 clients, including a Fortune 100 effort that hit a 100/100 customer satisfaction score and drove 15% revenue growth.
I also led Autonomous Driving teams at Luxoft, hiring and coordinating 1,000+ employees across BMW and Audi, and supported validation workflows with simulated environments. Before that, I led AI product development at Speech Technology Center and medical product engineering at Mitsar Co. and Diamant Medical Devices, including work spanning software, signal processing, and product delivery.
Experience
Work history, roles, and key accomplishments
- Delivering multiple computer vision projects for AI startups in the US
- Regularly communicating with C-level executives to align on goals and priorities
- Driving upsells, with 80% of clients requesting follow-up projects after their initial engagements
- Leading the development of ML pipelines
- Designing cloud and edge AI solutions across AWS, GCP, and hybrid environments
- Developed a legal
- Managed Big Data programs for leading US and UK financial companies from S&P 400 and FTSE
- Designed and built data platforms (DWHs, data lakes, and data pipelines) leveraging AWS and Azure
- Coached multiple remote Scrum teams
- Key results: launched a financial data platform that replaced 3 obsolete systems with duplicated data, and delivered a multi-cloud carbon emissions tracking solution
- Managed multiple Big Data, IoT, and AI projects on AWS cloud infrastructure (DWH, Data Lake, etc.) for Amazon, John Deere and other Fortune 100 clients
- Communicated with C-level executives to ensure successful value delivery
- Led 5 distributed Agile teams
- Key results: a strategic project for a Fortune 100 client achieved a perfect 100/100 customer satisfaction score, drove upsell activities
- Hired and managed 3 teams working on Autonomous Driving projects involving 1,000+ employees for BMW and Audi
- Led product discovery initiatives by designing tools for autonomous driving validation in simulated environments, conducting in-depth customer interviews in Germany, performing market research, and developing prototypes
- Facilitated Scrum processes for 2 teams (16 FTEs) using SAFe and
- Managed a portfolio of projects focused on developing a background screening platform for a US-based company, coordinating 8 teams and 50+ employees
- Collaborated with C-level executives and team leads to align business priorities using Scrum and Waterfall methodologies
- Designed scalable AWS-based solutions
- Leveraged Jira Portfolio, Structure, and Azure DevOps for program management
- Key r
- Led the development and integration of multiple AI products, including an airport video surveillance system and an alarm notification system for a multinational oil company
- Managed R&D projects involving a signal processing cluster, a microphone array, and related technologies
- Conducted market research, customer interviews, prototype development, and product roadmap creation
- Designed softw
- Led medical product development, including market analysis, in-depth interviews, usability testing, design, prototyping, and participation in exhibitions
- Drove Agile transformation initiatives and achieved a 25% reduction in development costs through waste elimination
- Introduced best practices to reduce time-to-market and improve quality, including brainstorming sessions, test plans, code re
- Led a medical product development team
- Conducted market research, customer interviews, and product design
- Key results: successfully launched a new product, improved existing products, and reduced the competitive gap
- Developed a series of software solutions for heart and brain diagnostics, including DSP algorithm implementation
- Conducted code review
Education
Degrees, certifications, and relevant coursework
Saint Petersburg State Electrotechnical University "LETI"
Doctor of Philosophy (PhD), Biomedical Engineering
2008 - 2012
Saint Petersburg State Electrotechnical University LETI
Doctor of Philosophy, Biomedical Engineering
2008 - 2012
Doctor of Philosophy (PhD) in Biomedical Engineering from Saint Petersburg State Electrotechnical University LETI from 2008 to 2012.
Saint Petersburg State University of Aerospace and Instrumentation
Specialist, Aerospace Engineering
2004 - 2008
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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