Stan Miasnikov
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Distinguished Engineer, System Architecture, AI/ML
About Over the past three decades, I've driven technological innovation, most notably through the inception of PhatWare, which specialized in real-time neural-net based handwriting recognition, partnering with industry giants like Microsoft and Samsung. My role at Amazon's Ring division saw the integration of advanced computer vision techniques, shaping innovative security products. However, my journey at Verizon has been a significant milestone. Leading a cross-functional horizontal software architecture team, I've delved deep into the intricacies of large language models, especially Transformers, and have played a central role in the design and application of AI in robotics and fleet management automation. Areas of Expertise: * AI Architecture & Design: Proficient in designing, developing, and implementing scalable AI solutions that align with business and technical requirements. * AI & Machine Learning: Deep expertise in modern ML techniques, Transformers like GPT and RWKV, and generative AI. * Robotics & Computer Vision: Pioneered advancements in computer vision at Amazon, with emphasis on object detection and navigation algorithms. * Leadership & Strategy: Spearheaded technical strategies, led cross-functional teams at Verizon, and navigated the full spectrum of the software development lifecycle. * Cloud & Distributed Computing: Comprehensive understanding of platforms like AWS, emphasizing distributed AI system design and scalability. *Programming Languages: C/C++, Rust, Objective-C, Swift/SwiftUI, Python, etc.
St. Petersburg University
Bachelor's Degree, Computer Science and Physics
January 1, 1985 – January 1, 1991
Verizon
Distinguished Engineer, AI/ML Architecture, Consumer Experience
August 1, 2022 – Present
San Francisco Bay Area · Remote
Amazon
Sr. Software Engineer, Machine Learning
September 1, 2018 – July 1, 2022
Sunnyvale, California, United States · Hybrid
Quantum1Net
Cofounder
December 1, 2017 – January 1, 2020
Greater Santa Cruz de Tenerife Metropolitan Area · Remote
Flex
Sr. Software Architect, Embedded, Machine Learning, Medical Devices
January 1, 2017 – August 1, 2018
San Francisco Bay Area · On-site
Project 1701A, LLC
Principal Scientist
May 1, 2011 – February 1, 2017
Spokane-Coeur d'Alene Area · On-site
PhatWare Corp.
Founder & CTO
November 1, 1997 – December 1, 2017
San Francisco Bay Area · Hybrid
OpenTV
Sr. Software Engineer
September 1, 1997 – February 1, 2002
San Francisco Bay Area · On-site
Recursive Consciousness: Modeling Minds in Forgetful Systems
April 1, 2025 – Present
Presents a formal framework for consciousness as an emergent property of complex systems engaging in recursive self-querying to reconstruct forgotten foundational axioms. Integrating modal logic, category theory, and information theory, we model consciousness as a self-referential mechanism for self-discovery.
WritePad SDK
November 1, 2008 – January 1, 2017
WritePad® is a natural, style, writer and lexicon independent multilingual handwriting recognition technology. WritePad SDK enables natural handwriting input in third party applications on pen and/or touch enabled mobile devices.
Gen AI with SingleStore Attendance Badge
SingleStore
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's diverse experience across startups (PhatWare, Quantum1Net, Project 1701A), large corporations (Amazon, Verizon, Flex, OpenTV), and research roles demonstrates adaptability to various organizational cultures. Their involvement in pioneering new technologies (handwriting recognition, quantum encryption, LLMs) suggests an innovative and proactive mindset. The long tenure at PhatWare (20 years) and subsequent roles at major tech companies indicate a blend of entrepreneurial spirit and corporate experience. The target role of ML Engineer aligns well with their recent and past technical contributions in AI/ML, deep learning, and system architecture. However, the lack of specific project details for 'WritePad SDK' and 'Recursive Consciousness' makes it harder to fully assess personal project alignment with current industry trends beyond the descriptions.
Soft Skills & Operational Fit
The candidate's extensive experience as a founder, CTO, and distinguished engineer suggests strong leadership, problem-solving, and strategic thinking skills. Their involvement in cross-functional architecture and project management indicates an ability to collaborate and drive initiatives. The descriptions highlight adaptability (e.g., pivoting platforms at PhatWare) and a focus on innovation, which are valuable for operational fit. However, without direct assessment data on communication or teamwork, these are inferred from role descriptions.