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Михаил Яснов
Looking for a jobAI Technical Expert
ML / Computer Vision Engineer at DSSL who cut fire and smoke detector false positives by ~20% without losing true positives.
Russian FederationAI Technical Expert at DSSL
Experience
AI Technical Expert
Rebuilt fire and smoke detection for surveillance cameras with TensorRT optimization and multi-frame event confirmation, reducing false positives by ~20%. Deployed self-hosted Qwen model for AI coding agents and wrote internal course on agentic coding.
TensorRTOnnxPolygraphyGroundingDINOSAMCVATMLFlowPrometheusGrafanaQwenRAGLLMInference OptimizationVideo AnalyticsAuto LabellingSynthetic Data
CV/ML Engineer
Developed OCR pipeline for invoices mapped to customer forms in 1C accounting system. Built and launched BTC trading system with anomaly detection and ferroalloy price forecasting, plus waste-bin fill-level estimation with route optimization.
OCRRAGLLMVictoriaMetricsResumeRoute OptimizationGenetic AlgorithmsSimulated AnnealingHeuristics
Computer Vision Engineer
Implemented customer-facing detection, multi-object and multi-camera tracking, and face recognition using YOLOv8-10, OpenMMLab, ByteTrack, and InsightFace. Optimized inference with TensorRT, ONNX, quantization, pruning, and distillation for high-load video analytics on Kafka.
YOLOv8YOLOv9YOLOv10OpenMMLabByteTrackInsightFaceTensorRTOnnxQuantizationPruningDistillationKafkaVideo Analytics
Data Scientist
Applied CV and multimodal ML for chemistry, including OCR of 2D molecular images to SMILES, segmentation, detection, tracking, and GNN. Co-authored two Q1 papers.
OCRSegmentationDétectionTrackingsGNNMultimodal MLChemistry
Data Scientist Intern
Worked on style transfer and generative image models.
Neural Style TransferGenerative ModelsImage Processing
Education
ITMO University
Pursuing a Bachelor of Science in Software Engineering, expected to graduate in 2027.
Pursuing a Bachelor of Science in Software Engineering, expected to graduate in 2027.