I'm an enterprising Python an AI engineer with 4+ years of experience, skilled in discussing and developing projects from a business idea to successful outcomes.Here's what I'm proud of:• I effectively worked on products for global-wide known brands: I sped up one by 90% and released an NLP feature for another with 70% quality in a short timeframe, then improved quality to nearly 90%.• I have 2 launched Computer Vision B2B projects, where I developed a core part and trained key neural networks.• I took the initiative to implement development best practices.• I participated in a tech exhibition on behalf of a company.Expertise:• Strong Python and Git• Artificial Neural Networks, Computer Vision, NLP and OpenAI API• Data Analytics (pandas, plotly, SQL)• Deploying (Docker, FastAPI, Kubernetes/Argo) and Cloud (S3, Cloud-computing)• Junior Golang and C++Email: dmitmatveev.job@gmail.comTelegram: https://t.me/dmitmatveev
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Python Engineer (Ai – Llms) Via YopesoKlarnaMoldova -
Python Engineer (Ai And Llms)Yopeso Oct 2023 - PresentChișinău, MoldovaResponsibilities:• Handling outsourcing tasks for a big EU bank, which include but are not limited to:• Developing and implementing ChatBot applications and AI Pipelines powered by OpenAI API to handle hundreds of queries per week from internal employees.• Integrating AI functionalities into backend applications using FastAPI.• Collecting datasets for further model fine-tuning. -
Python Engineer (Computer Vision)Https://Softmadein.Com Sep 2022 - Oct 2023Achievements & Responsibilities:• Released updates to implement scaling and adaption of a product for new warehouse customer.• Successfully migrated computer vision models from PyTorch and TensorFlow to ONNX, assisted in ONNX integration into C++ code.• Ported product inference to a Docker container.• Assisted in project development managing for a team of 2 programmers.Projects: real-time video control system for warehouse working with barcode/datamatrix/QRcode recognition.
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Python Engineer (Deep Learning, Nlp And Computer Vision)Iprospect Jun 2022 - Oct 2023Achievements:• Successfully released MVP for marketplace goods matching with 70% quality in a short timeframe, improved the result close to 90% quality with a sentence transformer neural network.• Achieved 90% speed-up of production on the same server machine by processing logic changing and multiprocessing applying.• Implemented advanced text data preprocessing for parsing e-commerce goods' attributes (libraries used: pandas, regex, spaCy).• Improved Argo/Kubernetes manifests and documentation.Responsibilities:• Participate in developing solutions for top brands.• Collaborate on business ideas and decompose them into technical tasks.• Train and release Artificial Intelligence tools for e-commerce analytics team.• Containerise projects with Docker and set up Argo pipeline.• Write clean and structured code.Projects: matching of marketplaces' goods with client's product catalog; grouping of similar marketplaces' goods; tool for comparing desired and factual SKUs name/description/images. -
Python Engineer (Computer Vision)Https://Softmadein.Com Feb 2020 - May 2022Achievements:• Released 2 Computer Vision B2B projects, where I trained key NN-models and developed core business logics.• Successfully checked business ideas in a short timeframe by creating MVPs and providing deep working reports.• Effectively assisted in project development management for both a data labelling team and a team of 2 programmers.• Participated in a tech exhibition on behalf of the company.Responsibilities:• Participate in the full cycle of product development.• Fine-tune and train Neural Network models: detectors, classifiers, super-resolution.• Create tasks for data labelling team and prepare datasets.• Analyse open-source projects, State-Of-The-Art (SOTA) Neural Network models, modern tools and approaches.Projects: real-time video control system for warehouse working with barcode/datamatrix/QRcode recognition; video analytics for counting buyers flow in a grocery store; car flow tracking and classification; analytics of queue duration of buyers.
Dmitrii Matveev Education Details
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Bauman State Technical UniversityIt, Computer Science And Control Systems
Frequently Asked Questions about Dmitrii Matveev
What company does Dmitrii Matveev work for?
Dmitrii Matveev works for Klarna
What is Dmitrii Matveev's role at the current company?
Dmitrii Matveev's current role is Python Engineer (AI – LLMs) via Yopeso.
What schools did Dmitrii Matveev attend?
Dmitrii Matveev attended Bauman State Technical University.
Who are Dmitrii Matveev's colleagues?
Dmitrii Matveev's colleagues are Väinö Saarinen, Monika Bagińska, Lejla Saljunovic, Anton Belyaev, Remco Van Der Rijst, Gerald Grand, Francesco Orlandi.
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Dmitrii Matveev
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