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DeepakSingh260/README.md

Hi there πŸ‘‹, I'm Deepak Singh - Aspiring Data Scientist and Machine Learning Engineer

✨ About Me

I'm a Master's student in Computer Engineering at NYU, graduating in May 2025. I'm passionate about leveraging data science and machine learning to solve real-world problems, particularly in areas like data privacy and high-performance computing. I'm actively seeking opportunities to apply my skills and contribute to innovative projects.

πŸ’Ό Experience Highlights

  • Data Scientist at Infosys: Reduced delivery costs by 12% by engineering a Python and Xpress-based module. Developed React.js dashboards used by 250,000 employees.
  • Co-Founder: Led the development of a Paper Trading Gaming Application (Stox Dekho) and an educational initiative (Intern Bano), demonstrating entrepreneurial skills and a commitment to mentoring.
  • Data Scientist Intern at IQVIA: Improved data quality and increased adverse event identification efficiency through data cleaning and SQL-based data management.

πŸ’» Technical Skills

  • Languages: Python, SQL, JavaScript, Kotlin, C, C++, TypeScript, R, Q (KDB+), Matlab
  • Data Science/ML: Sklearn, Pandas, Numpy, TensorFlow, PyTorch, Big Data
  • Cloud: AWS, Firebase, GCP (Google Cloud Platform), Hadoop
  • Web Development: Django, Express.js, React.js, Node.js
  • Databases: KDB+
  • Other: Git

πŸš€ Projects

  • Search Engine (Big Data): Developed a search engine using the MS Marco Dataset (23GB) with BM25 ranking, optimized with Hadoop MapReduce for a 40x speed increase.
  • Sleep Apnea Detection App (Columbia Hackathon): Built a cross-platform app using React Native and Apple Health Kit, achieving 90% detection accuracy with a Random Forest Algorithm.
  • High-Frequency Trading (HFT) System: Implemented a real-time HFT system using KDB+ and Python, reducing latency by 40% and handling 500+ data points per second.
  • JK Jobs Update (Android App): Developed and launched a job portal app for Jammu with 1800+ downloads.

πŸ“ Publications

  • Authored a research paper on Genetic Algorithms with Reinforcement Learning in the Ping-Pong game domain.
  • Authored a research paper on developing steering model for self-driving car using Supervised Learning

πŸ”— Let's Connect!

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