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Praphul Singh

Praphul Singh

Software Engineering Intern

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location of Praphul SinghUnited States

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  • Timeline

  • About me

    Data Science @Oracle | IIT Kanpur

  • Education

    • Guru Nanak Public School, Kanpur

      2012 - 2014
      12th(CBSE)

    • Assumption Public School, Gorakhpur

      2011 - 2012
      High School(CBSE)

    • Indian Institute of Technology, Kanpur

      2015 - 2019
      Bachelor of Technology

  • Experience

    • Texas Instruments

      May 2018 - Jul 2018
      Software Engineering Intern

      -Developed a real time Dynamic Chirp Configuration functionality for TI AWR1642 device-Reduced the time complexity of Dynamic Configurations from หœ19ms to หœ6ms-Got familiarity with embedded programming and object detection techniques using radar-Got hands on experience on softwares like CSS, Radar Studio

    • Oracle

      Jul 2019 - now

      ๐Ž๐ซ๐š๐œ๐ฅ๐ž ๐‡๐ž๐š๐ฅ๐ญ๐ก & ๐€๐ˆWorking on building GenAI solutions in medical domain for Oracle Clinical Digital Assistant(CDA).My current scope of work includes techniques for LLM interpretability, Advanced Prompt Engineering, LLM Alignment and many more. ๐Ž๐ง๐ž๐’๐ž๐š๐ซ๐œ๐กArchitected various solutions for OneSearch like PDFChat, AskDoc, RAG for OneSearch, Smart SQL Analyzer etc. ๐Ž๐ง๐ž๐’๐ž๐š๐ซ๐œ๐กCollaborated with Oracle Labs on building custom Large Language models based on various techniques like continual pretraining, full model instruction finetuning, peft based instruction tuning and also proposed techniques for auto LLM evaluations, unsupervised summarization evaluations etc. ๐๐ž๐ง๐ฌ๐š๐ซLed the Data Science team for Pensar which primarily focused on the ML research and aimed at enabling My Oracle Support utilise the solutions we built. ๐๐ž๐ง๐ฌ๐š๐ซBuilt a machine learning system from scratch and helped in successfully pushing it into the production environment for automatic service ticket assignment with significant improvement over existing rule-based automation.

      • Principal Applied Scientist

        Nov 2023 - now

      • Sr. Data Scientist

        Oct 2023 - Nov 2023

      • Data Scientist

        Sept 2022 - Oct 2023

      • Senior Member of Technical Staff

        Nov 2020 - Sept 2022

      • Member Of Technical Staff

        Jul 2019 - Nov 2020

    • Ektavya AI

      Jul 2023 - now
      Researcher

      Started an independent research pool with a group of friends with common interests in building GenAI based autonomous agents.๐—˜๐—ธ๐˜๐—ฎ๐˜ƒ๐˜†๐—ฎ ๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜ ๐—–๐—น๐—ฎ๐˜€๐˜€๐—ฟ๐—ผ๐—ผ๐—บ๐˜€Created an LLM based after-school virtual classroom flutter app personalized for each student per subject.Also created a smart teacher's toolkit for LLM based smart content generation for class activities.๐—Ÿ๐—ฎ๐—ฟ๐—ด๐—ฒ ๐—”๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐— ๐—ผ๐—ฑ๐—ฒ๐—นCurrently working on POCs related to building autonomous LLM agents inspired by projects like OpenDevin, Devika, AIOS etc. I would love to collaborate with people interested in solving real world problems focused in this domain. Show less

  • Licenses & Certifications

    • PyTorch Essential Training: Deep Learning

      LinkedIn Learning โ‹… Course Certificate
      Jul 2021

  • Honors & Awards

    • Awarded to Praphul Singh
      InventOR Oracle Jul 2021