
Oksana Gorshkova
@oksanagorshkova
I build scalable Python backend services, cloud infrastructure, and AI-powered data annotation workflows.
What I'm looking for
At Squad, I build and maintain backend services for data management, annotation, and delivery workflows that support cross-functional teams and deep learning initiatives.
I develop high-load asynchronous Python services with asyncio, aiohttp, and FastAPI, and optimize PostgreSQL schemas and queries for low-latency data retrieval. I also design AWS infrastructure using S3, SQS/SNS, Fargate, Docker, Kubernetes, and CI/CD pipelines.
Drawing on my PhD background in computational science, I help bring PyTorch and ONNX models into production annotation pipelines. I’ve also used AWS Bedrock LLM agents to validate smart-camera security events, reduce false alarms, and trigger real-time notifications.
Experience
Work history, roles, and key accomplishments
Python Software Engineer
Squad
Jan 2022 - Present (4 years 9 months)
Developed scalable asynchronous backend services using Python (asyncio, aiohttp, FastAPI) for high-load data ingestion and annotation workflows. Designed and optimized PostgreSQL schemas, architected AWS infrastructure (S3, SQS/SNS, Fargate), and implemented CI/CD pipelines with Docker and Kubernetes.
Education
Degrees, certifications, and relevant coursework
École Normale Supérieure de Cachan
Master's Degree, Sciences
2014 - 2016
Pursued a Master's degree at École Normale Supérieure de Cachan, focusing on scientific studies.
ITMO University
Bachelor's Degree, Laser Technologies
2010 - 2014
Earned a Bachelor's degree from ITMO University, specializing in laser technologies.
Availability
Location
Authorized to work in
Salary expectations
Skills
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