Alexander Lipanov

Founder & CTO, SOFYCOD | AI & Computer Vision Architect | PhD, Applied Mathematics | Patent Holder

35+ years across the full stack of software creation: from low-level code and computer vision research to 25+ years building and leading international engineering teams.

CLASS IDENTIFIED: Entrepreneur · Engineer · Scientist · Inventor

Professional Summary

Throughout my career as a Software Architect, CTO, and Entrepreneur, I’ve navigated the full spectrum of software creation: from writing low-level code and designing enterprise architectures to building and managing cross-functional teams and building Computer Vision and AI-driven solutions.

For 25+ of those years, I’ve been building and leading highly professional engineering teams. Beyond writing code myself, I hire, mentor and structure organizations that deliver software solutions to clients across the EU and USA. Now, I am building an AI-native company.

My research background goes back to 1996, with strong focus on computer vision, predictive modeling and computer vision-based management systems. That foundation drives an AI-native engineering practice at SOFYCOD, where I focus on absolute delivery transparency, detailed requirement validation, and using AI to eliminate engineering friction rather than hide it.

Currently building a unified platform for requirement drafting, delivery planning, and cost estimation alongside a new delivery methodology tailored for an era where AI accelerates code generation, but hasn’t replaced what actually creates value: domain expertise, independent review, and verified result.

30+PUBLISHED ARTICLES · 1PATENT FOR INVENTION · 25+ YRSBUILDING ENGINEERING TEAMS · 35+YEARS IN SOFTWARE & CV RESEARCH · 30+PUBLISHED ARTICLES · 1PATENT FOR INVENTION · 25+ YRSBUILDING ENGINEERING TEAMS · 35+YEARS IN SOFTWARE & CV RESEARCH ·

Capabilities

Pillars, built over 35 years spanning software development, scientific research, mathematics, computer vision, IT outsourcing, and AI-native software delivery.

25+
YEARS

Engineering Leadership

Building and leading high-performing engineering teams for 25+ years, focused on effective delivery on time and on budget. Mentoring engineering talent while structuring organizations to consistently deliver custom software of the highest quality.

Team Building & Hiring Technical Mentorship Delivery Organization & Foundation Cross-Functional Leadership Distributed Engineering Teams

AI-Native Engineering

LLM Orchestration Data Analysis and Forecasting Autonomous QA Agents Automated PRD Generation AI Code Validation

Delivery & Methodology

Building CEE ↔ US/EU Delivery Bridge Defining Delivery Process Requirement Validation Engineering Competencies Development Organization’s Compliance Enabling based on ISO 9001:2015, SOC2 Type I, ISO 5055:2021 standards

Engineering Company Strategies

Pricing Strategy Discovery Phase Optimization Delivery Organization Client Relationship Management Scaling Software Companies

Architecture & Domain Depth

Healthcare & Pharma Fintech Hospitality Smart Manufacturing AI and Computer vision Autonomous systems and Robotics

My Current Focus

SOFYCOD.COM
Company · AI-Native Delivery

SOFYCOD

Growing an AI-native custom software company with delivery supported by AI tools connected in a single pipeline: from requirements drafting to verified, delivered solutions.

Visit sofycod.com ↗
DEV Platform
Platform · In Development

Software Delivery Platform

A unified platform for requirements, user stories, delivery planning, test case generation, cost estimation, code validation, and infrastructure planning, wcreating a single collaborative environment for product owners, managers and engineers.

METHODOLOGY
Framework · Authored

Delivery Units

A new delivery methodology for the AI Era: pricing by verified units of completed work instead of billable hours. Built on clear definitions of delivery bricks and units created by AI and verified by human experts.

CODE REVIEW
Methodology · In Development

Graph Based Code Review*

A code review approach and methodology combining AI with mathematical models to provide reviewers with automated summaries, visualized architecture maps, and improvement suggestions.

*NOTE: Working title of the methodology I am currently developing.

ROI-CALC.SOFYCOD.COM
Tool · Live

AI ROI Calculator

A deterministic algorithm combined with LLM tool for honest, conservative ROI estimates across different domains.

Try the calculator ↗
RESEARCH
Research · Robotics & Computer Vision

Vision-Guided Robotics & Drone Control

Control algorithms for robots and drones driven entirely by camera input. Enables interactive operation through gestures and voice, as well as autonomous execution based on LLM-generated scenarios validated by humans within a visual mission-modeling environment.

My Latest Writings

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Insights on AI, computer vision, software engineering, and research grounded on 35+ years of engineering experience and 25+ years of entrepreneurship.