resume.json

{
  "basics": {
    "name": "Anish Doshi",
    "label": "Machine Learning Engineer",
    "email": "anishpdoshi@gmail.com",
    "profiles": [
      {
        "network": "LinkedIn",
        "username": "anish-doshi-45a81271",
        "url": "https://www.linkedin.com/in/anish-doshi-45a81271"
      },
      {
        "network": "GitHub",
        "username": "anishpdoshi",
        "url": "https://github.com/anishpdoshi"
      }
    ]
  },
  "education": [
    {
      "institution": "UC Berkeley",
      "area": "Electrical Engineering and Computer Science",
      "studyType": "MEng",
      "startDate": "2021-08",
      "endDate": "2022-05",
      "courses": [
        "Program Synthesis",
        "NLP",
        "Formal Methods",
        "Convex Optimization",
        "Video ML",
        "Human-Centered Programming"
      ]
    },
    {
      "institution": "UC Berkeley",
      "area": "Electrical Engineering and Computer Science",
      "studyType": "B.S.",
      "startDate": "2013-08",
      "endDate": "2017-05",
      "courses": [
        "Machine Learning",
        "Algorithms",
        "Compilers",
        "Deep Learning",
        "Operating Systems",
        "Probability"
      ]
    }
  ],
  "work": [
    {
      "company": "Meta",
      "position": "Senior Machine Learning Engineer",
      "startDate": "2022-10",
      "summary": "Designed and tested variations of multi-arm bandit algorithms, embedding based song retrieval, and user-level targeting to improve the creative optimization of songs. Launched a controllable image layout positioning algorithm with OpenCV/torch/C++."
    },
    {
      "company": "UC Berkeley",
      "position": "Machine Learning Engineer",
      "startDate": "2020-07",
      "endDate": "2021-07",
      "summary": "Developed an interactive neural SQL synthesis platform and a novel approach to oracle guided synthesis using symbolic regression for program synthesis problems."
    },
    {
      "company": "Apple",
      "position": "Machine Learning Engineer",
      "startDate": "2020-07",
      "endDate": "2021-07",
      "summary": "Designed and developed a credit card transaction tagging system for Apple Wallet, significantly reducing the memory footprint for Wallet's intelligence framework."
    },
    {
      "company": "Trifacta",
      "position": "Senior Machine Learning Engineer",
      "startDate": "2019-10",
      "endDate": "2022-03",
      "summary": "Tech lead for ML powered data wrangling. Led a team in developing a programming by example feature and a collaborative recommendation system for data transformation programs."
    },
    {
      "company": "Trifacta",
      "position": "Machine Learning Engineer II",
      "startDate": "2018-07",
      "endDate": "2019-10",
      "summary": "Lead engineer on RapidTarget, an interactive tool to align table schemas using dynamic programming algorithms."
    },
    {
      "company": "Trifacta",
      "position": "Software Engineer I",
      "startDate": "2017-07",
      "endDate": "2018-07",
      "summary": "Built a pipeline to log user interactions, import them into a Python backend, and featurize them for accuracy and feature explainability."
    }
  ],
  "skills": [
    {
      "name": "Machine Learning",
      "keywords": ["Full Stack Engineering", "Data Visualization", "Python", "JS", "Java", "Scala", "Swift", "C++", "Unix", "Git", "Docker", "Jupyter", "Jenkins CI", "AWS", "VSCode", "PyTorch", "Tensorflow", "sklearn", "NumPy", "pandas", "matplotlib", "seaborn", "PostgreSQL", "SQLite3", "Spark"]
    }
  ],
  "volunteer": [
    {
      "organization": "Crisis Text Line",
      "position": "Crisis Counselor",
      "startDate": "2020-05",
      "summary": "Provided free, 24/7, text-based mental health support for people in need."
    },
    {
      "organization": "Young Jains of America",
      "position": "Director of Information Technology",
      "startDate": "2017-09",
      "endDate": "2018-09",
      "summary": "Led the development of the website, registration flow, and official mobile app."
    }
  ],
  "publications": [
    {
      "name": "Transaction Tags for Enhanced Searching",
      "publisher": "Patent",
      "releaseDate": "2023",
      "patentNumber": "20230095944"
    },
    {
      "name": "Transaction Tags for Enhanced Suggestions",
      "publisher": "Patent",
      "releaseDate": "2023",
      "patentNumber": "20230101449"
    },
    {
      "name": "Generation of Transaction Tags for Enhanced Searching",
      "publisher": "Patent",
      "releaseDate": "2023",
      "patentNumber": "20230093873"
    }
  ],
  "projects": [
    {
      "name": "Part-of-Speech Weighted Language Modeling",
      "description": "Exploratory project on improving language models with POS tags.",
      "highlights": [
        "Implemented with PyTorch",
        "Included part-of-speech tag model"
      ],
      "keywords": ["LSTM", "POS tag", "PyTorch"],
      "url": "https://github.com/anishpdoshi/pos-weighted-text-generation"
    },
    {
      "name": "RL Based Circle The Cat Solver",
      "description": "Used deep Q-Learning to solve a discrete game called circle the cat.",
      "highlights": [
        "Implemented in React.js",
        "Used REINFORCE.js for model analysis"
      ],
      "keywords": ["Deep Q-Learning", "React.js", "REINFORCE.js"],
      "url": "https://github.com/anishpdoshi/circle_the_cat_solver"
    }
  ]
}