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Andrei PustovoiAP
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Andrei Pustovoi

@andreipustovoi

I build production AI platforms, backend systems, and full-stack products from MVP through scale.

Kazakhstan
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At a European teleradiology AI company, I co-developed a study-processing pipeline that has executed 3.7M+ AI-inference runs across 33 production models and 500K+ CT/MRI studies. I also co-built a teleradiology reporting platform from MVP to production in four months and created a self-serve configuration service that cut onboarding from weeks to days.

I build across Python, FastAPI, Django, TypeScript, and JavaScript, including DICOM/PACS workflows, LLM-based triage, marketplace automation, and real-time integrations. At ADMP PRO, I led up to five engineers, owned hiring and architecture, and delivered AI products that reduced content creation by about 80% and message-processing time by 40–50%.

I enjoy 0-to-1 delivery and staying hands-on: from a 14-microservice loyalty backend to booking platforms, financial document engines, and scalable education systems. I bring product ownership, systems design, mentoring, and practical delivery to complex B2B software.

Experience

Work history, roles, and key accomplishments

CO
Current

Full Stack Engineer

Confidential

Jan 2024 - Present (2 years 8 months)

Co-developed a study-processing pipeline for a healthcare-AI teleradiology platform, executing 3.7M+ AI-inference runs across 33 models on 500K+ studies. Built a reporting platform from MVP to production in 4 months and designed a self-serve configuration service that cut client onboarding from weeks to days.

Confidential - European teleradiology AI logoCA
Current

Full Stack Engineer

Jan 2024 - Present (2 years 8 months)

•    Co-developed the platform's study-processing pipeline, a Celery/RabbitMQ conveyor that has executed 3.7M+ AI-inference runs across 33 production models on 500K+ CT/MRI studies, sustaining 950+ studies/day behind a gateway serving 14M HTTP requests/month.
•    Co-built a teleradiology reporting platform from MVP to production in 4 months: FastAPI backend, SuperTokens auth, and an 8-stage workf

Exchange Bridge logoEB

Backend Developer

Aug 2023 - Jan 2024 (5 months)

•  Built a multi-provider money-transfer comparison engine: parallel rate polling (asyncio.gather) across 4 external FX APIs with fallback chains and multi-layer caching, ranked by a weighted algorithm across rate, fees, speed, and reliability.
•  Reverse-engineered the undocumented Binance/Bybit P2P APIs and sharply cut upstream request volume: strict Pydantic validation against silent API drift,

ADMP PRO logoAP

Team Lead / Head of Full-Stack Development

Nov 2022 - Jan 2024 (1 year 2 months)

•  Led a team of up to 5 engineers building an ad-management platform for Wildberries and Ozon, Amazon-scale e-commerce marketplaces: directed architecture and delivery, cutting option-search time from weeks to minutes (a 99% reduction).
•  Owned hiring and people management: sourcing, technical interviews, offers, performance reviews, regular 1:1s, and onboarding.
•  Designed and built an LLM Aut

SciOffice logoSC

Back End Developer

Mar 2023 - Aug 2023 (5 months)

•  Built the document-generation engine of a low-code B2B platform: financial documents and scientific reports assembled by up to ~50 client-embedded scripts per document, with numeric and formatting correctness as a hard requirement.
•  Made 100-document batch export 9× faster (~3 h - ~20 min): parallel per-document Celery tasks, one hand-written SQL query per batch instead of an ORM N+1 cascade,

KGPK logoKG

Team Lead / Full Stack Developer

Jul 2022 - Feb 2023 (7 months)

•  Led a 4-person team (3 developers + 1 designer) delivering the college’s two core systems: attendance tracking and the public scheduling site (Django, Plotly, PostgreSQL).
•  Proposed and drove adoption of role-based attendance tracking - own initiative pitched to the administration - eliminating a 20+ hour/week paper routine with live Plotly analytics.
•  Scaled the scheduling site to 2,000 co

Freelance (Self employed) logoFE

Freelance Software Engineer

Jul 2020 - Nov 2022 (2 years 4 months)

•    Built a real-time Discord voice AI assistant: a voice capture → Google Speech-to-Text → OpenAI GPT → TTS playback pipeline with a custom audio-frame sink.
•    Shipped a Telegram CPA/affiliate bot: a full campaign-management backend and cryptocurrency-payment subscriptions (NOWPayments).
•    Delivered end-to-end for a range of clients: an Epic Games storefront notifier bot, a Django/Ajax e-c

Education

Degrees, certifications, and relevant coursework

Tomsk State University logoTU

Tomsk State University

Bachelor of Science, Computer Science

Pursued higher education in Computer Science, focusing on software development and systems design.

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