Aryan Verma

Experience

• 

  Optum

  Jun 2022 - Aug 2022

  SDE

  •Contributed on a duplicate provider check project, based on machine learning and NLP, in an Agile form of development.• Setup of PostgresDB to handle the large databases and its integration with Python interface.•Used NLP techniques including fuzzy matching for scoring, trained and implemented various ML models to give results based on these scores.•Made REST APIs of these algorithms using Flask, along with authentication using JSON web tokens and tested them on postman.•Designed and developed Frontend on Angular using HTML, typescript. Show less

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  ONE Muthoot

  Jan 2023 - Jun 2023

  SDE

  • Used Flask framework on Python and worked on creating a CRUD app with multiple API routes.• Developed a mechanism which prevents the secrets(passwords and keys), from being uploaded to the cloudrepositories(GitHub/Bitbucket).• Created a Full stack web app, where any employee within the organization can give anonymous feedback for any event, using ReactJS for front-end, FlaskAPI for back-end and PostgresDB as the RDBMS.• Worked on Open-source projects with the team and published it on PyPi(Python package index).• Developed a Slack-Bot app, which automates whitelisting of Ip addresses on the company's AWS server. Show less

• 

  Kenpath Technologies Pvt. Ltd

  Jul 2023 - Sept 2023

  Data Science Intern

  •Developed content-specific chatbots by leveraging vector-based mapping techniques for efficient data retrieval.• Conducted fine-tuning and prompted various language models including GPT-3.5, GPT-4, LLaMA, etc, optimizing model performance for specific tasks.• Designed and implemented functions for seamless API calls to OpenAI using Pydantic library in Python,streamlining the integration process.• Utilized the guidance library by Microsoft to enhance the performance and accuracy of language models.• Applied web scraping techniques with Beautiful Soup library to extract relevant data from web sources foranalysis and modeling.• Created Flask APIs to deploy machine learning models and enable easy access for end-users.• Implemented prompt engineering techniques to refine model responses, ensuring more accurate and contextually relevant answers. Show less

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  Optum

  Sept 2023 - now

  • Associate data scientist

    Sept 2024 - now

  • TDP-Data Science & Engineering

    Sept 2023 - Sept 2024