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Mustafa Lopaev

@mustafaConnected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

Full Stack AI engineer

Senior Full-Stack Engineer with over seven years of experience architecting large-scale web platforms, real-time systems, and AI-powered products across industries like e-commerce, health tech, big data and robotics.

About

My data science and machine learning expertise is deeply hands-on, focusing on integrating LLMs, ML pipelines, and semantic search directly into production systems. Specifically, my experience includes building computer vision systems, engineering vector-based semantic search applications and deploying scalable machine learning inference models.

Career

Experience: 7 years

Experience

Team Lead, Global Web Development

Philips

Global health technology company.

Sep 2025 — Present

Leads a seven-engineer team on Philips' global e-commerce platform; reports improvements in performance, uptime, deployment frequency, and conversion.

• Led a cross-functional team of 7 engineers in migrating a legacy monolithic storefront to a high-performance headless architecture (Next.js + GraphQL), improving developer velocity and enabling independent market deployments. • Drove performance optimization initiative that reduced First Contentful Paint (FCP) by 45% and Time to Interactive (TTI) by 30%, directly driving a 15% uplift in global SEO rankings. • Architected frontend infrastructure that sustained a 200% traffic surge during peak holiday sales with 99.99% uptime and zero critical incidents.

Senior Software Engineer

Asite

Comprehensive data platform for asset and construction project management.

Aug 2024 — Sep 2025

Built computer-vision, semantic-search, and LLM tools for construction-project data, including search across up to 500,000 documents.

• Built an AI-powered Floor Plan Detection system using computer vision (PyTorch + OpenCV) that automated analysis of 300+ building plans, classifying 20+ room types at 92% accuracy and eliminating an average of 15 minutes of manual review per plan. • Led development of Project Haystack — an invitation-only semantic search application enabling vector-based search across up to 500,000 documents using LlamaIndex + Pinecone. Reduced query response times by 56% versus keyword-based search.

Senior Software Engineer

Imperial Enterprises

AI-driven e-commerce automation startup — product design to full website generation.

Apr 2023 — Mar 2024

Developed generative-AI product-design and website-generation tools; reported higher engagement and reduced launch and setup time.

• Built a generative AI product design pipeline (OpenAI DALL-E + GPT-4) for automated image, copy, and color generation that increased user engagement by 70% and cut time-to-market for new product launches by 80%. • Developed an end-to-end AI website builder that dynamically generated color palettes, content, and imagery tailored to brand requirements — reducing manual website setup effort by 60%.

Senior Software Engineer

Rebartek

Robotics startup automating the production of custom steel reinforcement cages.

Aug 2020 — Mar 2023

Managed a distributed engineering team and built robotics, real-time control, ERP, and remote-operation systems for automated steel-cage production.

• Managed a distributed team of 5+ software and robotics engineers across multiple timezones using Agile and Waterfall methodologies. • Engineered an automated production line integrating 5+ industrial robots with Siemens PLC via Python ROS, achieving a 60% increase in production throughput. • Built high-performance microservices (Node.js + Kafka) for real-time machine control with 20–25ms response times, reducing machine downtime by 45%.

Research Assistant

Embedded Systems Laboratory, Kocaeli University

UAV systems research — secure communication and ground control interfaces.

Sep 2018 — Jul 2019

Researched UAV communications and control interfaces; implemented encrypted data transfer and a React control SPA.

• Implemented end-to-end encrypted data transmission (Python/C) between unmanned systems and control panels, achieving 30–70% image size reduction via lossless compression. • Designed a React SPA for UAV control with a three-layer send/optimize/receive pipeline, improving message transmission speed by 36%.

Education

Bachelor of Engineering, Computer Engineering

Kocaeli University

2018 — 2022

Selected projects

Aimly

Full-Stack Engineer (Freelance), May 2023–May 2025 · USA. AI-powered educational platform for automated material analysis, assessment generation, and student evaluation. Architected a full-stack LLM application that automated question extraction, note generation, and summarization from course materials, improving educator productivity by 60%. Built a dynamic assessment engine with intelligent a...

Rizlab Health (CytoTracker)

Full-Stack Engineer (Freelance), January 2024–present · USA. AI-powered pocket-sized white blood count analyzer and HIPAA-compliant medical device platform. Integrated a Raspberry Pi GUI with embedded C firmware for real-time results, reducing data processing time by 30%. Built a HIPAA-compliant REST API with Firebase and JWT authentication, improving data management capabilities by 50% and str...

PyRetek

Full-Stack Engineer (Freelance), November 2022–August 2023 · USA. Real-time IoT sensor monitoring and anomaly detection platform for factory environments. Engineered anomaly-detection models and centralized multi-factory data streams, reducing operational downtime by 45% and false alarms by 40%.

Achievements

1st Place — Carbon Offset Sustainable Travel Hackathon

Amadeus IT Group (International) · 2022

2209-A Research Projects Endorsement

Republic of Turkey Government Research Sponsorship · 2022

Finalist — 'Open Hack' at Bilisim Vadisi

Bilisim Vadisi (Turkey Silicon Valley) · 2019

Mathematical Olympiad — Bronze

Regional & National · 2015

Mathematical Olympiad — Bronze

Regional & National · 2016

Mathematical Olympiad — Gold

Regional & National · 2017

Skills

JavaScriptTypeScriptPythonNode.jsReact.jsNext.jsExpressFlaskOpenAI APIAnthropic APILangChainLlamaIndexHugging FacePyTorchTensorFlowscikit-learnXGBoostLightGBMPandasNumPy