Work Experience

Data Scientist

Department of AI - Center of Excellence at Cognizant Technology Solutions (July 2019 - May 2021)

  • Implemented end-to-end Data Science lifecycle namely Data Preprocessing, Exploratory Data Analysis, Data Visualization, Feature Engineering, Model Building, Evaluation, and Model Deployment
  • Explored and implemented Deep Learning techniques in the field of Natural Language Processing and Computer Vision to apply state-of-the-art techniques in different domains
  • Collaborated and developed Optical Character Recognition as a service on hand-written and printed text in a tabular format with word-level accuracy of ~85% by leveraging YOLO, OpenCV to increase efficiency of automated hand-written document reader
  • Performed different iterations of abstractive and extractive text summarization using transformers to achieve ~87% accuracy in comparison with human-level text summarization

Education

  • SUNY, Buffalo

    Master of Science in Management Information Systems (Data Analytics)

  • IIIT, Bangalore

    Post Graduate Diploma in Data Science (Specialization in Deep Learning)

  • Shiv Nadar University

    Bachelor of Technology in Electrical and Electronics Engineering, Minor in Management Studies

Data Science Projects

Skills

  • Languages Python (Pandas, NumPy, SciPy, Matplotlib, Seaborn, Statsmodels, Scikit-Learn, Tensorflow, PyTorch, NLTK, Spacy, FastAI, OpenCV, BeautifulSoup), SQL, JavaScript, HTML5/CSS3
  • Data Science Exploratory Data Analysis, Predictive Modelling, Data Visualisation, Database Management, Statistics, Machine Learning, Deep Learning, Hypothesis Testing
  • Tools AWS, Tableau, SAS-Eminer, Jupyter Notebooks, MySQL, Oracle, PyCharm, MS Office(Excel, Word, Powerpoint), Apache Hadoop, GitHub, Google Analytics
  • Transferable Skills Problem Solving, Effective Communication, Critical Thinking, Business Acumen, Accountable

Licenses & Certifications

  • AWS Cloud Practitioner

    AWS - January 2022

  • Data Science Professional Certificate

    IBM - June 2020

  • Machine Learning A-Z: Hands-On Python & R in Data Science

    Udemy - April 2020