Machine Learning & Software Engineering
Building full-stack systems, real-time applications, and ML/XAI projects with an applied-mathematics foundation.
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B.S. Applied Mathematics Florida Institute of Technology |
May 2027 Expected graduation |
3.69 / 4.00 GPA |
Miami, FL Location |
- Software engineering: production web systems, role-based access control, PostgreSQL security, realtime synchronization, CI, and E2E testing
- Machine learning / XAI: PyTorch, CNNs, clustering, saliency methods, counterfactual explanations, and model-sensitivity analysis
- Applied mathematics: probability & statistics, linear algebra, optimization, numerical methods, and data analysis
- Real-world scope: led software for a 50+ member organization, tested a multiplayer platform with 70+ concurrent users, and tutored 300+ students
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Softengi |
Intern Contributing to the development and evaluation of AI-powered applications within an R&D environment. Working with Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI agents, vector search, and AI testing and evaluation workflows. Collaborating with engineers on validation, debugging, and iterative improvement of AI systems. |
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Okhten Group LLC |
Founder / Full-Stack Developer Built and launched production websites with multilingual pages, canonical metadata, sitemaps, lead-capture workflows, and third-party integrations. Owned contact, booking, analytics, application architecture, deployment, and technical delivery. |
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Florida Tech SSSC |
Math and Physics Tutor Tutored 300+ students in calculus, linear algebra, differential equations, statistics, and physics. |
| If you want to evaluate... | Open | What to look for |
|---|---|---|
| Full-stack architecture & security | ResidentPark OS | Multi-role workflows, server-side RBAC, PostgreSQL RLS, transactional operations, audit workflows, security/E2E testing |
| Realtime engineering | Darhaal Games | 70+ concurrent-user testing, low-latency state synchronization, shared gameplay logic, extensible multiplayer architecture |
| Deep learning & XAI | Chess Counterfactual XAI | One-piece interventions, prediction flips, material distance, model sensitivity, gradient-saliency baseline |
| Unsupervised ML | Chess Structure Clustering | PCA, K-Means, GMM, agglomerative clustering, DBSCAN, engineered structural/dynamic features |
| Applied mathematics | PageRank Numerical Linear Algebra | Sparse power iteration, eigenvector methods, dangling-node correction, numerical verification |
Note: active development for some production projects happens in private repositories; public repositories are curated technical showcases.
Florida Institute of Technology - B.S. Applied Mathematics, expected May 2027
GPA: 3.69 / 4.00
Coursework: Probability & Statistics · Linear Algebra · Optimization · Machine Learning · Data Analysis · Algorithms
EECAA - Eastern European & Central Asian Students Association
Founder & President / Full-Stack Engineer · Jan 2026 - Present
Founded and currently lead a 50+ member student organization at Florida Tech while developing its full-stack web platform using Next.js, TypeScript, Supabase, and PostgreSQL.
Built content-management workflows, authentication, role-based access control, and administrative systems supporting the organization's events, news, media, and campus operations.
Honors: Dean's List · Phi Eta Sigma Honor Society
Languages: English - Fluent · Ukrainian - Native · Russian - Native