CV · Saint Petersburg

Nikita Prudnikov

I automate the processes that eat up hours.

Documents, tenders, reports, a department’s daily routine. I work out how things run today and build the whole tool, from prototype to production.

Now: logistics at an FMCG company and a master’s at ITMO University · taking on automation projects

Results

Document AI · in productionLogistics invoices−60 h / month
Checking invoices, transfer documents (UPD) and acts before payment: recognition, LLM extraction and strict checks instead of manual work.
1. PDF · UPD · XML
2. OCR / VLM
3. LLM extraction
4. 16 checks
5. SAP ✓
Agents · in productionTender agent10+ platforms → 1
An overnight crawl of tender platforms, an LLM relevance filter, hybrid search and matching against the client’s inventory register.
1. Platforms
2. Fetch
3. LLM gate
4. FTS + vectors
5. Match ✓
Document AI · publishedCV screening1,000 CVs < 1 h
An LLM scores CVs against the job’s weighted criteria, removes duplicate candidates and returns a ranked Excel file with its reasoning.
1. CVs
2. Contacts
3. LLM scoring
4. Dedup
5. Excel ✓
R&D · Even G2 · prototypeHypernavigatea whole city in 60 MB
Offline 3D navigation around Saint Petersburg on a smart-glasses lens: its own renderer, routing and search with no internet.
Details: Hypernavigate →
R&D · Even G2 · prototypeHyperscribecaptions without the cloud
Live captions on glasses: speech recognised offline on the phone, and faster on a computer through Companion.
Details: Hyperscribe →
Product · simulation0stemsa data-driven pivot
From royalty splits for musicians to escrow for freelancers: the market, TAM, the decision, and the full UI flow.

Hypernova
A control room for Claude Code on Android, macOS and Even G2 glasses
in progress · 2026
Hypernavigate
Offline 3D navigation around Saint Petersburg on the Even G2 lens
prototype · 2026
Hyperscribe + Companion
Live captions, with speech recognition on the device and on a GPU
prototype · 2026
Hypertasks
Calendar and tasks as a living timeline on the lens
in progress · 2026
Glyphodoro
A Pomodoro timer on the Nothing Phone (3) LED matrix
published · 2026
ThinkMap
A live map of an LLM’s reasoning that grows while it answers
experiment · 2026
DIY wallet on STM32
A hardware wallet on Trezor One firmware
experiment · 2025

Discovery
The AS-IS and the root causes: where exactly hours, money and accuracy are lost.
Prototype
A working tool on your real documents, not a slide deck.
Pilot
We measure hours, errors and payback, and decide what goes into production.
Production
Roles, logs, monitoring, documentation. It runs without me.