Resume

1. Aniruddh Nathani
+1-(206)-267-8052 | anathani@uw.edu | linkedin.com/in/aniruddhnathani/ | github.com/AniruddhNathani/ | Seattle, WA
Technical Skills
Programming Languages: Python, C, SQL, R, Java, HTML5, CSS3
Tools/Libraries: NumPy, Pandas, Scikit-Learn, Matplotlib, Seaborn, Git, NLTK, MS Word, MS Excel
Technologies/Framework: SSMS, SSIS, Tableau, NetBeans, Android Studio, Firebase, PHP, GitHub, Jupyter Notebook, AdobeXD
Education
University of Washington (UW)
Master of Science in Information Management (GPA: 3.75/4)
Specialization – Data Science, Business Intelligence
Seattle, WA
Expected Jun 2021
Shri G.S. Institute of Technology and Science (SGSITS) Indore, India
Bachelor of Engineering in Information Technology (GPA: 3.85/4) Aug 2015 – May 2019
Coursework- Software Engineering, Database Management System, Data Warehousing and Data Mining, Design and Analysis of
Algorithms, Computer Networking, Computer Architecture, Operating Systems.
Work Experience
Data Science Intern – Xoriant Solutions Pvt. Ltd., Pune, India May 2018 – Jun 2018
• Developed an ‘Error Correction’ Python script to rectify incorrectly scanned documents by an Optical Character Recognition (OCR).
• Eliminated the digit errors by applying Natural Language Processing (NLP) and Text Analytics using RegEx Python for data cleaning
and Stemming/Lemmatization techniques for removing inflectional endings.
• Rewarded with the ‘Best Intern’ title for saving up the company’s revenue by 32%.
Technical Projects
Developer – NASA SpaceApps Hackathon, Seattle, WA Oct 2019
• Built a model in a span of 36 hours to determine the most influential features affecting phytoplankton algal growth by collecting data
from MODIS Satellite of NASA.
• Applied feature engineering and regression techniques to derive meaningful insights and predict algal growth with an accuracy of
90% based on 11 different features.
• Wireframed an intuitive demo application using Adobe XD and used data visualization to showcase the predicted results.
Project Lead – Intelligent Question Bank, Indore, India Jun 2018 – Mar 2019
• Aimed to tackle the inability to monitor student’s progress by enhancing the process periodically using Machine Learning.
• Integrated an adaptive-learning module using Key Performance Indicator (KPI) indexing to track and record students’ performances.
• Enhanced student engagement with the improved university portal by 65% after conducting A/B testing.
• Extracted individual’s performance data to dynamically determine questions using Neural Network-based recommendation system.
Project Lead – Towards Ensemble Methods for Predicting Stock Movement, Indore, India Feb 2018 – Sep 2018
• Consolidated traditional time-series data, technical indicators and Google trends data to analyze stocks using Machine Learning.
• Collected the data using API of Alpha-Vantage website and accrued technical indicators’ values for predicting stock movement.
• Employed Bagging (RandomForest) and Boosting (AdaBoost Classifier) techniques to achieve the Ensemble model.
• Applied feature engineering techniques to secure an accuracy of 84% based on 7 different features.
Data Scientist – Gender Prediction and Movie Reviews Classifiers, Pune, India Apr 2018 – May 2018
• Implemented and developed Movie Reviews and Gender prediction applications using Naive Bayes classification technique.
• Trained and tested the datasets collected from the NLTK corpus, resulting with a prediction accuracy of 90%.
Android Developer – Live Poll, Indore, India Mar 2018 – May 2018
• Built an Android application offering end-users to conduct, participate and review live polls.
• Bridged the front-end of the application with Firebase back-end for data storage and instantaneous alerts.
Honors & Achievements
• Teaching Assistant – Swati Jain Academy, Indore, India
Educated 250+ GRE/TOEFL/undergraduate students with Quantitative and Verbal reasoning sections.
• Co-founder – #Include, IT Department, SGSITS, Indore, India
Fostered a sense of community to enhance technical skills & increase participation amongst the students.
• Sportsperson – Swimming Nationals Competition, Chandigarh, India
Participated and represented the RGPV University in a national-level swimming competition.
• Valedictorian – Shri G.S. Institute of Technology and Science, Indore, India
Awarded the ’Dewang Mehta Excellence Award’ for securing Rank 1 in freshman and sophomore year.
Oct 2018 – Aug 2019
Sep 2018 – Aug 2019
Aug 2016
May 2016