Dimitri Bardavelidze

Experience

• 

  Ministry of Internal Affairs of Georgia

  Oct 2018 - Dec 2018

  Software Engineer
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  TBC Bank

  Mar 2020 - Jul 2021

  Data Engineer

  - Designed a quality management tool to monitor product sales and customer journeys, resulting in a 14% increase in customer satisfaction.- Conducted User Personas research based on Everett Rogers' Adoption Curve, leading to an 18% increase in sales.- Mentored interns and junior Data Engineers, and prepared ad hoc reports based on business needs.Tech Stack: Python, PySpark, Sklearn, Pandas, NumPy, Power BI, MSSQL, SAS.

• 

  Quantori

  Oct 2020 - Sept 2022

  Data Scientist

  - Developed solutions to identify genetically enriched sub-populations of patients using longitudinal EHR data.- Designed an internal framework using various algorithms to streamline the R&D process.- Worked with chest X-ray images to detect diseases like pneumonia and cancer.Tech Stack: Python, PyTorch, Pandas, NumPy, Scikit-learn, Gensim, Ensemble Models, Matplotlib, AWS, Git.

• 

  Microsoft

  Feb 2022 - Oct 2023

  Data Scientist

  - Developed the highly engaged 'People Also View' recommender feature for the Edge browser.- Implemented a robust monitoring pipeline for the "Edge Discover" feature set, using crowdsourcing, rule-based, and ML methods.- Created end-to-end tools integrating data from SQL, Python, and C# into Power BI, enabling live KPI tracking for stakeholders.- Developed quality assessment tools for LLMs behind Bing Chat and Chat GPT.Tech Stack: Python, C#, Cosmos, Aether, Scope, Azure, Pandas, NumPy, MSSQL. Show less

• 

  Data Science Global Summit’22

  Oct 2022 - Dec 2022

  Member of Program Committee

  Participated in planning the Data Science Global Summit ’22 program, including speaker selection and addressing technical queries from attendees.

• 

  Impel

  Aug 2023 - now

  Deep Learning Researcher

  - Conducting deep learning research to generate new ideas, test them, and put them into production.- Mostly working on computer vision projects, such as car hotspot detection, walkaround stabilization, and promotional video tours.- Enhancing and deploying models, maintaining project infrastructure, and assisting with project budgeting and cost management.Tech Stack: AWS (SageMaker, AWS Studio), PyTorch, TensorFlow.

• 

  Making Science

  Nov 2023 - now

  Senior Data Scientist

  - Working on the "Dynamic Reels" project, which focuses on creating AI-driven dynamic reels for platforms like Facebook and Instagram, in partnership with Meta. Where I am developing and implementing AI models for reel generation, including image, video, audio, and text processing.- Responsible for guiding Middle Developers, providing technical assistance and oversight for their tasks.Tech Stack: GCP, OpenAI, Gemini, Python, Flask.