May 2020 – Jul 2020 · 2 mos · Toronto, Ontario, Canada

• Developed a recommendation system, SeREADipity, that recommends top 10 books to readers based on their preferences (unlike the traditional recommendation systems)
• Web scraped details on 10,000 books from Goodreads, and corresponding author details from Wikipedia
• Developed an array of similarity metrics, based on the Natural Language Processing (NLP) of web scraped data using tools such as Word2vec and modern deep learning approaches (such as BERT)
• Developed an algorithm to interactively recombine metrics, based on user inputs from the web front-end

Oct 2018 – May 2020 · 1 yr 7 mos

• School of Graduate Studies (for MASc Data Science program)
• DS 8011 - Bayesian Statistics and Machine Learning (Winter 2020, Winter 2019)
• DS8009 - Graph Mining (Fall 2019)
• School of Continuing Education
• CIND 119: Introduction to Big Data (Fall 2019)
• CMTH 642: Data Analytics: Advanced Methods (Winter 2019, Spring-Summer 2019)
• CIND 123: Data Analytics: Basic Methods (Summer 2019)
• CKME 136 - Data Analytics: Capstone Project (Fall 2019, Fall 2018)

Aug 2018 – May 2020 · 1 yr 9 mos

• Consultant, TMX Group Limited, Toronto, Canada
• "Analytics for Intraday trading data" project: To understand the relationship among various stocks listed on Toronto Stock Exchange using Financial News.
• Anomaly detection in intraday trading data using machine learning algorithms such as Hierarchical Temporal Memory and Bayesian Online Changepoint Detection algorithms
• Consultant, Statistics Canada, Toronto, Canada
• Classification and analysis of Opioid related deaths (i.e. Opioid abuse), cycling related deaths and domestic violence from Canadian coroner and medical examiner database using Natural Language Processing (NLP) techniques, machine learning and deep learning approaches.

Aug 2017 – Jul 2018 · 11 mos · New Delhi Area, India

• Courses taught: Big Data Analytics for Managers
• Resource person for executive program on Big Data Analytics (Batch 2 & Batch 3) conducted jointly by FORE School of Management, India and University of California-Riverside side extension, US.

Jul 2012 – Nov 2017 · 5 yrs 4 mos · New Delhi Area, India

• Security Analysis and Portfolio Management, Supply Chain Analytics, International Financial Management and Statistics for Management,

Jun 2011 – Nov 2011 · 5 mos · Hyderabad Area, India

• Functional Consultant, development of Business Intelligence Tool for performance measurement and management for Third Party Logistics companies

Dec 2008 – Dec 2008 · 0 mo · Aircraft Division, Bangalore

• Learnt various functions of fuel system and proposed a design for prototype aircraft fuel system.

May 2008 – Jun 2008 · 1 mo · Engine Division, Bangalore

• Learnt the operations involved in the manufacturing of the stator ring stage-IV of a prototype aircraft and developed master process sheet and operation sketches for the same. Also attained exposure to various manufacturing processes.