From specialized neural networks to complete software products, I connect machine learning with practical engineering. I’m the owner and solo developer of Scovant, and I work directly with clients to design, build, and integrate AI systems.
25+ years in software · Kaggle Competitions Master · Owner & Solo Developer of Scovant
Complete products and applied AI systems, with a clear account of my contribution.
I own and independently developed Scovant, a platform for testing how websites work with AI agents. It brings together technical compatibility checks, agent task testing, and ongoing monitoring to help teams identify issues and assess readiness using different levels of evidence.
My role: Owner & Solo Developer.
I independently delivered AI integrations connecting company databases, knowledge bases, Jira, GitHub, and AWS. Across these implementations, agents analyze infrastructure and fix bottlenecks, assess the value and complexity of proposed features, audit security, and identify opportunities to strengthen a company’s products.
My role: Sole developer.
Selected capabilities across several client implementations.
Within a team-built platform, I independently developed the entire translation core: neural models, language-specific preprocessing, postprocessing, and document-format handling. My work spans recurrent and Transformer-based translation systems, connecting model development with enterprise document workflows across 64 translation directions.
My role: Sole developer of the translation core within a team-built platform.
Start with the outcome you need. I’ll help define the scope and the work required to get there.
Turn an idea into a working software product or internal platform. I handle architecture, development, integrations, testing, deployment, and handover within an agreed scope.
A working product, with source code and documentation.
Discuss a productConnect AI to your data and workflows, or develop a specialized model for your task. I work on machine translation, computer vision, classification, and connected agents—from data preparation and evaluation to integration with your existing systems.
An evaluated AI system integrated into your workflow.
Discuss an AI systemIdentify useful opportunities, assess feasibility and implementation complexity, and define a practical roadmap. I have introduced AI-assisted development into a working engineering team, so the plan covers people and process, not only tools.
Prioritized opportunities and a practical implementation plan.
Discuss AI adoptionWe clarify your goals, current systems, and constraints.
We agree on the solution, scope, and acceptance criteria.
I develop, test, and integrate the solution, with agreed review points.
I deploy and document the solution. We agree separately on any ongoing support.
I’m Sergey Zhitansky, an AI Solutions Architect with 25+ years in software and technology. My background combines software architecture, cloud infrastructure, applied machine learning, and AI consulting.
My work combines product ownership with hands-on machine learning. I have developed and adapted neural models for translation, image classification, segmentation, and speech tasks, alongside complete software products and business integrations. AI-assisted development helps me accelerate delivery while retaining responsibility for architecture, evaluation, and engineering quality.
I have led engineering teams of up to 20 people on multi-year platforms. Most recently I introduced AI-assisted development across a product team: automated review of every change, shared guidance for people and AI, and a common command library. Development time per ticket fell by about two thirds within four months.
I’m a Kaggle Competitions Master with nearly 100 competitions and 18 medals. The challenges span medical imaging, finance, retail, industry, energy, education, and scientific data. This breadth helps me understand unfamiliar domains, identify useful signals, and evaluate what works.
Tell me about your goal, or book an introductory meeting to discuss your project and possible next steps.