Looking for a job

noobik User

@noobikuser

Senior Machine Learning Engineer at TechVision AI who automated model retraining, cutting refresh time from 2 days to 3 hours.

Ukraine

Message

At TechVision AI, I lead the design and maintenance of Python ML pipelines for classification and recommendation systems. I built an automated Airflow retraining pipeline that cut model refresh time from 2 days to 3 hours.

I also develop and deploy ML services through REST APIs and maintain ML infrastructure on AWS. Previously, I developed backend services and anomaly-detection solutions at DataForge Solutions, where SQL and schema optimization reduced average API response time by 35%.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Engineer

Current

TechVision AI

Jan 2024 - Present (2 years 9 months)

Lead the design and maintenance of ML pipelines for classification and recommendation systems. Built an automated model retraining pipeline on Airflow, cutting model refresh time from 2 days to 3 hours.

Python scikit learn PyTorch XGBoost Airflow fastAPI Docker Kubernetes MLFlow Evidently AWS S3 Sagemaker Lambda

Machine Learning Engineer

TechVision AI

Feb 2022 - Dec 2023 (1 year 10 months)

Developed and maintained ML pipelines for classification and anomaly-detection use cases. Implemented feature engineering and model evaluation workflows, improving model precision by 18%.

Python scikit learn MLFlow ETL Data Engineering

Python Developer

DataForge Solutions

Aug 2020 - Jan 2022 (1 year 5 months)

Developed backend services in Django and FastAPI for clients in the fintech and e-commerce sectors. Built a transaction-analysis module using anomaly-detection models and optimized SQL queries to reduce API response time by 35%.

Python Django fastAPI scikit learn Isolation Forest PostgreSQL SQL Pytest GitLab CI CD

Junior Python Developer

CodeLab Studio

Sep 2019 - Jul 2020 (10 months)

Contributed to internal data-automation tools in Python and wrote scripts for parsing and cleaning large datasets. Built simple REST APIs with Flask and maintained project documentation.

Python Pandas NumPy Flask REST APIs