Sirius × Alfa-Bank: from selection to MLSecOps
3rd of 110 in the selection case, the MLSecOps programme, and moving from attacking models to protecting their lifecycle.
suspectuso
suspectuso
AI security and backend
AI security engineer and Information Security student at SUAI, Saint Petersburg. I work on the security of ML systems, secure LLM deployment and AI products that run in real operations.
Selected projects
All projects
Sirius Argus: security inside the ML pipeline
My architecture contribution to Sirius Argus: the ML model lifecycle, a single release point, a manual gate and real screens from the public project.
GIGAPROTO: mobile UI from business requirements
Sber × PROSTO hackathon: uploading documents, parsing banking requirements with a multi-agent pipeline, JSON UI schema, preview, validation and export.
Mediascope: ML labelling of search queries
2nd place at AI BUSINESS SPb Hackathon: three labelling tasks, experiments with simple and complex models, and routing by confidence.
SummerCrypto: proving something in a smart contract without revealing the secret
Co-authored paper on zk-SNARK, ZoKrates and Solidity: proving membership in a Merkle tree, and exactly what stays public.
AlfaCTF Surf Edition: an on-site CTF
An on-site AlfaCTF in Saint Petersburg: SPbCTF challenges, practice in testing hypotheses, and my path from competing in CTFs to organising one at SUAI.
Sdaete: web development, payments and rental security
How I worked on the web part of a peer-to-peer rental service: the user journey, acquiring, data protection and testing the full deal cycle.
Match: a Telegram Mini App for a business community
My contribution to the ecosystem of student business clubs: networking, learning, referrals, the responsive web part and release preparation.
TonCalls: from a message to a contract card
An aggregator of TON contracts: cards with a chart and source, 900 subscribers at the peak, and the later sale of the project.
guap-alice: the SUAI timetable by voice
A voice skill for Yandex Alice: a weekly timetable, dialogue context and an answer before the timeout runs out.
skill-tg: an engineering toolkit for Telegram bots
A plugin for building Telegram bots: payments, subscriptions, mass mailings and secure integrations.
Mooni: a prototype city guide
From a bot with lists of places in Saint Petersburg to a prototype city guide: mood, places and a route. Still in development.
Sber Business × Future Leaders Foundation: first place with Easy Business
How our team turned the barriers of a first banking experience into a desktop and mobile concept, prepared 30 slides and took first place out of 25 teams.
CreatorOS at TON Winter Mini Hackathon: changing the idea after feedback
From a TON project for traders to a tool for content creators: a new idea, a pitch and a prototype during the hackathon.
Pavlinum at PROJECTOR 10.0: from an idea to a business model and pitch
A team case at PROJECTOR 10.0: a clothing selection and delivery service, MVP materials, the user journey and a business model calculation.
Volunteering at the Professionals championship: the business programme and behind the scenes
From a rehearsal and seating by region to coordinating the parade and three days at Expoforum. My experience volunteering at the Professionals 2024 final and being named best volunteer of the business programme.
Basketball: training, games and the SUAI team
I play basketball actively. About the SUAI university team, training and games of the 2024–2025 season.