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Kirill Mishchenko

@kirillmishchenko

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Python backend engineer at Atom who integrated an LLM voice assistant into an electric vehicle prototype.

Russian Federation

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At Atom, I designed and implemented a Python multi-agent voice assistant service for electric vehicles, integrating speech recognition and synthesis with LLM Function Calling and RAG. I presented the prototype at a demo, influencing the decision to include the voice assistant in the vehicle’s standard feature set.

At Rubtsovsk Institute (branch) of Altai State University, I developed Python services for university information systems, including a curriculum-document API that reduced preparation time by 70%. My individual projects include an audio chord-recognition service that reached 85–90% test accuracy and a facial-recognition access-control microservice.

Experience

Work history, roles, and key accomplishments

Current

Backend & Graphics Engineer

Current

Atom

Dec 2023 - Present (2 years 10 months)

Designed and implemented a multi-agent voice assistant service using Python, integrating STT/TTS and LLM with function calling and RAG. Developed navigation rendering logic and AR interfaces for electric vehicles, and configured MQTT-based telemetry processing.

Python AsyncIO gRPC WebSockets Godot MQTT Docker GitLab CI CD Yandex Maps API LLM Integrations RAG Function Calling Linux Android

Fullstack & ML Engineer

Individual Project: AI-Powered Audio Recognition Service

Nov 2024 - Feb 2025 (3 months)

Developed a client-server application for real-time musical chord recognition using CNNs and spectral analysis. Implemented a REST API with Django REST Framework, microservice architecture, and containerization with Docker Compose.

Python Django REST Framework TensorFlow Keras Librosa Docker Nginx Godot PostgreSQL SQLite SMTP

Python Developer (AI Integration Engineer)

Individual Project: Biometric Access Control System (R&D)

Jan 2024 - Jun 2024 (5 months)

Developed a microservice for contactless building access using facial recognition, integrated with an existing access control system. Implemented a facial recognition pipeline with Dlib, a REST API, and synchronization across multiple DBMS.

Python Django REST Framework Dlib OpenCV PostgreSQL Firebird Docker Nginx

Backend Developer / System Architect

Rubtsovsk Institute (branch) of Altai State University

Apr 2021 - Dec 2023 (2 years 8 months)

Developed and maintained university information systems, migrating monolithic solutions to microservices. Automated document generation, optimized SQL queries, and implemented OAuth 2.0/OpenID Connect authorization.

Python Docker PostgreSQL Pl SQL LDAP Active Directory JWT REST APIs Swagger RAD Studio Delphi FastReport

Backend Developer (Python/Django)

Freelance Project: CSGO Rating

Jun 2020 - Apr 2021 (10 months)

Designed and deployed the backend architecture for a high-load aggregator of bonuses and ratings. Implemented a multi-language system and set up deployment infrastructure on Linux servers.

Python Django PostgreSQL Nginx Docker Linux REST APIs