Aleksei Abramov Email & Phone Number

I’m a Computer Vision Engineer with over 6 years of experience in data analysis, machine learning, and AI solutions. Currently at Third Opinion AI, I develop and integrate computer vision models to analyze medical data, focusing on tasks in Chest CT domain. My role covers research, model development, training, and deployment, contributing to enhanced healthcare diagnostics.In previous roles, I’ve had the opportunity to work on diverse and impactful AI projects: • At TGT Diagnostics, I researched options for the migration from MATLAB to Python, and developed models for sand detection in oil wells and noise filtration in acoustic data. • At Avtodoria, I was instrumental in building models for license plate recognition, vehicle classification, and seatbelt detection. I also led our migration to OpenVINO for model optimization, maintained our local CVAT instance, and supported our ML team as Technical Leader. • At XperienceAI, I worked on an educational project developing an object detection model with rotation angle prediction. I also prepared deployment pipelines and data annotation guidelines.My PhD research focused on Natural Language Processing (NLP), where I created the first datasets for lexical complexity prediction in Russian, spanning multiple domains (Bible, medicine, and politics), and developed a baseline model based on RuBERT.Driven by the goal of building scalable, efficient, and robust AI solutions, I bring a balanced approach of thorough research and practical implementation. I’m especially passionate about projects that span the full development lifecycle, and I’m looking to continue working in healthcare AI and computer vision.Key & Technical Skills: • Languages & Tools: Python, Docker, Git. • Libraries & Frameworks: PyTorch, OpenCV, OpenMMLab, Hugging Face Transformers, MONAI, Albumentations. • Optimization & Deployment: OpenVINO, TensorRT, GitLab CI/CD. • Data Annotation & Management: CVAT, V7. • Core Expertise: Computer Vision, Data Analysis, Machine Learning, Model Optimization, Research & Deployment.Feel free to connect or reach me at alevabramov@gmail.com.