Senior Machine Learning Engineer

• Work on Real Estate Instant Market Value (RE-IMV) estimation services. • Optimizing training pipelines and model architecture. • Enhancing preprocessing and feature engineering to boost prediction metrics.

• Built a subtitle summarization and IAB tags generation service using LLMs. • Worked with open-source LLM engines and applied quantization to improve speed. • Developed CV services for automated content moderation (detection, classification). • Increased moderation speed by 20%. • Accelerated model performance using TensorRT.

• Built a real-time video analytics system generating CV-based events. • Trained models for classification, detection, tracking, segmentation, OCR. • Improved annotation speed: +30% for segmentation, +50% for detection via semi/automatic tools. • Created services for preprocessing and training pipelines. • Refactored and structured the project codebase. • Supervised annotation team and mentored two junior developers.

• Built a CV system for weed detection in agriculture. • Collected and annotated dataset. • Trained models and published scientific work.