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I am Arnav Mishra, currently based in the United States, and I am pursuing a Bachelor's degree in Data Science at the University of California, Berkeley, expected to graduate in 2026. I have a diverse skill set that includes data manipulation, natural language processing (NLP), deep learning, and forecasting. With experience as a Data Science Consultant at Mercari US, I focus on categorizing and forecasting emerging search trends. I also contribute to SAAS Berkeley as a Data Science Developer, mentoring students in various data science techniques. My previous roles include a Growth Marketing & Analytics Intern at Angelbeat, where I developed an AI search tool, and a Software Engineer Intern at Balbix, where I researched cybersecurity solutions. I am passionate about leveraging technology to solve real-world problems and am excited about future opportunities in the data science field.

Experience

    • United States
    • Software Development
    • 1 - 100 Employee
    • Machine Learning Developer
      • Jan 2024 - Present

      Data Consulting Team:▲ Developing machine learning solutions for companies adopting and implementing AI.

    • Data Science Developer
      • Aug 2023 - Jan 2024

      Data Mentorship Team:▲ Key areas of engagement include Data Manipulation, Regression, NLP, Deep Learning, and Forecasting during student-led team workshops.▲ Consulted for Mercari.

    • Competitions Division Developer
      • Jan 2024 - Present

    • Machine Learning Engineer
      • Apr 2024 - Jun 2024

      ▲ Engineered LLM-powered chatbot for advertiser support platform.▲ Assessed case coverage of evaluation set from past human-agent interactions.

    • Data Science Engineer
      • Oct 2023 - Dec 2023

      ▲ Categorized and forecasted emerging search trends.▲ Delivered an NLP pipeline including a time-series model for search keyword prediction to identify market opportunities.

    • Growth Marketing & Analytics Intern
      • Jun 2023 - Aug 2023

      ▲ Researched and generated qualified sales leads within the Cloud/AI startups segment with target revenue ranges.▲ Created a startup AI search tool using generative AI technologies to discover and identify target customer segments.

    • CalHacks 9.0
      • Oct 2022 - Oct 2022

      ▲ Created a student marketplace for borrowing and lending micro-mobility vehicles and common dorm items, matching users and products based on proximity, recommendation, and price with college authentication.▲ Focused on search expansion and optimization via word vector NLP processes.

    • Data Science Researcher
      • Aug 2019 - Jul 2022

      ▲ Created independent data science projects using ML models for open source, Kaggle, and other competitions. ▲ Built ML & NLP applications using neural networks such as CNNs, LSTMs, and Transformers. ▲ Located, processed, purified the datasets, selected & engineered features, trained model, cyclically improved model, and created UIs where engines were hosted.▲ Explored topics in machine translation, sentiment analysis, content filtering, etc.

    • Software Engineer Intern
      • Jun 2021 - Aug 2021

      ▲ Researched cloud, on-premises, and IoT devices used in the enterprises and the challenges with securing them. ▲ Assessed ML models used for categorization of different IoT devices connected to a network.

    • Summer Fellow
      • May 2021 - Jun 2021

      ▲ Formed a team with 4 students. ▲ Applied business principles to launch TradBites, a startup connecting home chefs to foodies. ▲ Developed Go-To-Market plan and directed operations. ▲ Executed market research, competitive and financial analysis, marketing, product design, and sales.

Education

  • 2022 - 2025
    University of California, Berkeley
    Bachelor's degree, Data Science
  • 2018 - 2022
    Archbishop Mitty High School

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Industry Focus. “Computer Software”

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