Ritika Dokania

Founder @ AIML.com (Machine Learning Education) | Stanford AI | IITD | Cornell | CFA

San Francisco, California, United States

About

Passionately building aiml.com to help students and AI professionals around the world prepare for machine learning interviews, learn intricate concepts in machine learning and self-asses their learning by taking practice quizzes. The content is all free and available online for students and learners to use. Do sign up to track your progress, and use advanced features. Please join our LinkedIn group (Machine Learning and Deep Learning Interview Preparation) for insightful discussions, comments and feedback. Group link: https://www.linkedin.com/groups/14307160/

Experience

  • Founder & CEO at AIML.com
    Mar 2023 - Present · 3 yrs 4 mos

    Building world's largest repository of Machine Learning resources. AIML.com is home to more than 300 most commonly asked machine learning interview questions with detailed answers and video explanations, and over 60 practice quizzes across topics with insightful commentaries for in-depth learning. When you sign up on the website, you will be able to bookmark your favorite questions, track your progress on quizzes, post your scores on the Leaderboard and engage in thoughtful discussions through comments / feedbacks / suggestions. If you are preparing for Machine Learning interviews or if you are looking for a highly structured content on Machine Learning, please join us on: https://aiml.com/ Join our LinkedIn group (Active): https://www.linkedin.com/groups/14307160/

  • Machine Learning | Fraud Risk at Intuit
    Nov 2019 - Mar 2023 · 3 yrs 5 mos

    • Built fraud risk strategy for the banking business of Intuit (developed from scratch) • Developed machine learning models and business strategies for detecting and preventing fraud

  • Machine Learning | Credit Risk at Funding Circle US
    2018 - Nov 2019 · 1 yr 11 mos

    • Built credit risk strategies for small business borrowing business at Funding Circle • Developed machine learning models and business strategies for modeling credit risk

  • US-India Foreign Trade at Embassy of India
    Apr 2015 - Jun 2016 · 1 yr 3 mos

    • Part of the Commerce Team where I was Involved in India-US bilateral trade dialogue dealing with regulatory policies, trade and investments • Organized CEO roundtables to discuss potential investment opportunities and challenges - Technology roundtable: Participation from top 20 US Tech companies - Finance roundtable: Participation from top 20 US Finance companies - Pharmaceutical roundtable: Participation from top 20 Indian pharma companies • Core team member of the Prime Minister Narendra Modi's ‘Digital India initiative’ in the US • Developed market access initiative proposals to help Indian companies penetrate the US market Interviewed by a news channel in India: https://youtu.be/XbvFrbj4Thk?t=6

  • Fixed Income Investments at Birla Sun Life Mutual Fund (BSLMF)
    Apr 2012 - Dec 2013 · 1 yr 9 mos

    (Birla AMC is the largest debt fund in India) • Managed a credit portfolio worth $4.5 BN (NBFC, Housing Finance companies) • Negotiated deals with the top management of investee companies • Won the Best Debt Fund award by Morningstar in 2013