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Dmitry UsakovDU
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Dmitry Usakov

@dmitryusakov

Software engineer building Rust backends, including Caffeine’s geosocial platform and an AST-based OpenAPI generator.

Serbia
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At Noldor Solutions — Caffeine, I built core backend services in Rust for a geosocial platform connecting coffee shops, roasteries, and coffee lovers. The REST APIs supported the launch of web and mobile clients for around 1,000 initial users.

I standardized client-to-service API contracts with OpenAPI, reducing integration bugs by about 30%. I also designed a dynamic forms engine using a polymorphic PostgreSQL schema.

On my open-source project gridstack, I engineered a Rust Matrix-compatible homeserver backend with custom authentication and continuous sync event streaming, load-tested for 500+ concurrent connections. I implemented rate-limited JWT logins and transactional event persistence with DAG consistency checks.

I also developed an AST-based OpenAPI generator that derives API contracts from Rust source code, saving about 10 hours of manual documentation each month. In AutoSnap, I productized a TensorFlow/EfficientNet classifier as a FastAPI service for car recognition across 196 classes.

Experience

Work history, roles, and key accomplishments

AU

Software Engineer & ML

AutoSnap

Sep 2026 - Sep 2026 (0 months)

Productized a TensorFlow/EfficientNet classifier into a FastAPI service, enabling car recognition across 196 classes with confidence-based rejection and price-range lookup. Designed a process-wide model lifecycle and delivered the complete inference flow via a Gradio UI and a multi-stage Docker image.

GR

Software Engineer

gridstack

Apr 2026 - Jul 2026 (3 months)

Engineered a non-federated Matrix Client-Server API in Rust, supporting core specs, custom auth, and continuous sync event streaming load-tested for 500+ concurrent connections. Secured authentication with rate-limited JWT logins and session isolation, and engineered transactional event persistence with DAG consistency checks.

HH

Navigation Systems Engineer

Higher League Robotics Hackathon

Jan 2024 - Dec 2024 (11 months)

Designed and tuned a Python/ROS 2 path-tracking system with PID control, integrating navigation with hardware and computer-vision components. Improved trajectory stability and reduced route completion time by ~15%, contributing to the team's second place.

NS

Software Engineer

Noldor Solutions

Feb 2023 - Feb 2024 (1 year)

Built core backend services from scratch using Rust (Axum, Tokio), delivering REST APIs that supported the launch of web and mobile clients for ~1,000 initial users. Standardized client-to-service API contracts using OpenAPI, reducing integration bugs by ~30% and accelerating new feature development.

Education

Degrees, certifications, and relevant coursework

RA

RANEPA

Bachelor of Science, Applied Informatics in Information Security

2022 -

Pursuing a Bachelor of Science in Applied Informatics in Information Security at RANEPA from 2022 to 2026.

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