Jaspreet Singh Dhani Email & Phone Number

Toronto, On, Ca

Toronto, Ontario, Canada

Toronto, Ontario, Canada

Mississauga, Ontario, Canada

1) Combined StarCoder and sBERT for Test Case Prioritization of 25000+ BDD tests.2) Utilized SpecFlow, Jenkins to gather test coverage features and to correlate BDD tests with code.3) Deployed Redis caching to expedite inferencing from a trained ensemble instance of 90% F1-Score, 85% Fault Coverage in under 40 seconds.4) Analyzed SOTI MobiControl test execution labels and usage distribution using Grafana.

Toronto, Ontario, Canada

Office Hours TA for the course CSC148: Introduction to Computer Science

Gurugram, Haryana, India

(On contract of Scimox Products and Services Pvt. Ltd for MNC Group, Indonesia)Contribution to development of MNC Media Recommendation Systems.1) BuddyKu News and Information: - Developed Implicit Feedback and Explicit Feedback Collaborative Filtering models with supporting re-training procedures.- Developed User Preferences Calculation Algorithm responsible for updating/identifying preferences based on user's most recent view trends.- Handled Cold-Start Problem by ameliorating rule-based recommender systems.- Participated in brainstorming to finalise the attribute for consumption by the recommendation pipeline.2) Vision+ Media and Entertainment:- Contributed to the creation of user profile attributed sub-network of 7M nodes and 13M links using Python, Gremlin and AWS Neptune.- Utilised user demographics and view-time behaviours to generate clusters and similarity relations among user profiles.

India

Research project on analysis of Indian IPR judgements as part of the IBM Global Remote Mentorship (GRM) initiative.- Collected IPR court cases, judgements from online repositories, sources using public APIs for information extraction, feature engineering and constructing a legal knowledge graph of 2200+ documents.- Derived an ontology for the legal knowledge graph by a combination of manual process and Topic Modeling using Latent Dirichlet Allocation (LDA).- Utilised 'Lawpoints' in addition to standard NER features for better representation of judicial context for downstream link prediction tasks.- Trained a case Link Prediction model using DGL Relational Graph Convolutional Network. The model returned an AUC score of 0.62 for the citation network.- Work accepted into KGKDD'21 Singapore as a workshop submission.

Delhi, India

- Performed predictive analysis on the Indian government census data to assist the core Technical andOperations teams in formulating the YKZINI vendor distribution algorithm.- Used data wrangling and parsing methodologies to extract and refine the social mediadata of competitor organisations.- Visually demonstrated daily, weekly and monthly vendor enrolment rates across multiple service categories.

Delhi, India

Research project on sentiment analysis of Twitter data.- Worked on Twitter handles of various institutes of University of Delhi by collecting their respective tweets, replies and comments using 'tweepy' and 'python-twitter' APIs.- Surveyed literature on text-preprocessing methods and feature modelling techniques.- Developed parsing scripts to filter out unnecessary word/phrases/symbols.- Implemented Python script to conduct topic modeling and sentiment analysis for the considered Twitter profiles.- Developed dictionaries for mapping polarities for languages other than English ( majorly Hindi )

Master Of Science, Applied Computing

GPA : 4.0/4.0

Masters Of Science - Msc, Computer Science, 9.598 / 10

Bachelor Of Science - Bsc (Hons.), Computer Science, 9.378 / 10

Activities and Societies: President, Department of Computer Science, Hans Raj College Volunteer, National Service Scheme, Health Wing.