* Design and develop an LLM based solution for generating playlists based on a text query (HF, Transformers, Embedding Learning, LORA, Accelerate, MTEB)* Evaluate this solution* Deploy using Triton Inference Server

1) DatasetGAN research in the task of generating a dataset of vehicle parts segmentation2) Vehicle Damage Detection system:- Details Segmentation- Pose Estimation- Angle Prediction- Damage Instance Segmentation3) Designed and implemented a benchmark for evaluating the outputs of models and different versions of training sets4) Development of an antifraud system for assessing damage from street cameras- Design and train models using OpenMMLab and Detectron2- Export models to ONNX/TRT- Design and implement production pipeline using Triton Inference Server:* Preprocessing using DALI backend* Host models using ONNX/TRT/Python backends* Implement business logic using Triton BLS logic* Construct pipeline using Trition Ensemble

1) Developed Chest-X Ray analysis system based on Nvidia Clara Deploy2) Developed Chest X-Ray View Position Classification Model3) Designed and implemented a Chest-X Ray analysis system, which outperformed Clara based solution.The system is recognized as the leader of experiment 2020

1) Investigated classical methods of identifying descriptors to solve the problem of finding similar logos. Developed a SIFT-based solution and integrated it into the existing search algorithm of a trademark search service2) Participated in all stages of the development of a service for recognizing water meters. (selection and markup of data, development and training of models for classification of numbers and flip, combining models into a pipeline, writing a back end, containerizing an API, developing a client in the form of bot telegrams.)3) Participated in the development and implementation of a model for identifying features from an image for a similar logo search service4) Participated in the development of a pipeline for video styling. Solved the problem of interior segmentation, implemented a “ribbed” colourization of furniture and human clothing. Implemented the 2d facial landmarks model and added the "glasses" effect based on them