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Ritwik Singh

Software Engineer Intern at inLumon
Intro Book
Seasoned software engineer with expertise in full-stack web development, computer vision, and deep learning.
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Location
Plano, Texas, United States, US
Languages
  • English Full professional proficiency
  • Hindi Native or bilingual proficiency
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Bio

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Ritwik Singh is a seasoned software engineer with expertise in full-stack web development, computer vision, and deep learning. He has built a multithreaded data network system, engineered a multi-processing data analysis framework, and designed MLFlow-driven pipelines. Ritwik holds a Master of Science degree in Computer Science from Northwestern University and a Bachelor of Technology degree in Computer Science Engineering from IIIT-Naya Raipur.

Credentials

  • Algorithms Specialization
    Coursera
    Oct, 2019
    - Apr, 2026
  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
    Coursera
    Oct, 2019
    - Apr, 2026
  • Shortest Paths Revisited, NP-Complete Problems and What To Do About Them
    Coursera
    Oct, 2019
    - Apr, 2026
  • Graph Search, Shortest Paths, and Data Structures
    Coursera
    Sep, 2019
    - Apr, 2026
  • Deep Learning and Computer Vision A-Z™: OpenCV, SSD & GANs
    Udemy
    Aug, 2019
    - Apr, 2026
  • Basic Statistics
    Coursera
    Aug, 2019
    - Apr, 2026
  • Divide and Conquer, Sorting and Searching, and Randomized Algorithms
    Coursera
    Aug, 2019
    - Apr, 2026
  • ACM ICPC onsite finals
    ICPC - International Collegiate Programming Contest
    Dec, 2018
    - Apr, 2026
  • INTRODUCTION TO PROGRAMMING IN R
    Dataquest.io
    Nov, 2018
    - Apr, 2026
  • Artificial Intelligence 2018: Build the Most Powerful AI
    Udemy
    Jul, 2018
    - Apr, 2026
  • Deep Learning Specialization
    Coursera
    Jul, 2018
    - Apr, 2026
  • Sequence Models
    Coursera
    Jul, 2018
    - Apr, 2026
  • Artificial Intelligence A-Z™: Learn How To Build An AI
    Udemy
    Jun, 2018
    - Apr, 2026
  • Convolutional Neural Networks
    Coursera
    Mar, 2018
    - Apr, 2026
  • Structuring Machine Learning Projects
    Coursera
    Mar, 2018
    - Apr, 2026
  • Machine Learning
    Coursera
    Feb, 2018
    - Apr, 2026
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Feb, 2018
    - Apr, 2026
  • Neural Networks and Deep Learning
    Coursera
    Feb, 2018
    - Apr, 2026
  • Introduction to C++
    edX
    Aug, 2017
    - Apr, 2026

Experience

  • inLumon
    • Reno, Nevada, United States
    • Software Engineer Intern
      • Jun 2022 - Dec 2022
      • Reno, Nevada, United States

      · Built a multithreaded data network system connecting MySQL server to AWS using Turbodbc and Apache arrow, to construct ETL Pipeline that could read over 500M rows of SQL data per second.· Engineered a multi-processing data analysis framework in Vaex, Numba, and CUDA to visualize application behavior and provide insights to minimize application process by 30%.· Designed MLFlow-driven pipeline leveraging a BERT+ AST model (accuracy 0.75) to reduce code review time by 20%.Tech Stack: Python, gRPC, PySpark, Vaex, Numba, CUDA.

  • Northwestern University
    • Evanston, Illinois, United States
    • Undergraduate Research Assistant, Computer Vision and Deep Learning
      • Dec 2020 - Aug 2021
      • Evanston, Illinois, United States

      · Devised a data tool capable of converting videos into frames, removing glitches, and producing optical flow images to develop a dataset for 1000+ Mukbang videos.· Generated hand trajectory using media pipe and performed time series imputation applying Kalman filter with 70% confidence.· Prototyped an LSTM based Seq2Seq model to detect eating activity with an accuracy of 75%.Tech Stack: Python, TensorFlow, Scikit-Learn.

  • Examly
    • Bhilai, Chhattisgarh, India
    • Co-founder and Technical Head
      • Apr 2020 - Oct 2020
      • Bhilai, Chhattisgarh, India

      · Coordinated and created a flutter android app to simulate an examination experience for students garnering over 4K+ downloads.· Introduced caching to decrease network overhead by 40%. Consumed Provider framework to implement data state management.· Boosted user engagement and retention by introducing Realtime dashboard visualizing user performance.Tech Stack: Flutter, Firebase, NoSQL, Dart.Tech Stack: Flutter, Firebase, NoSQL.

Education

  • 2021 - 2022
    Northwestern University
    Master of Science - MS, Computer Science
  • 2017 - 2021
    IIIT-Naya Raipur
    Bachelor of Technology, Computer Science Engineering
  • 2002 - 2017
    DELHI PUBLIC SCHOOL Durg
    AISSCE, Physics,chemistry,Maths,Computer Science(c++),English

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