Divyansh Tripathi Email & Phone Number

Minneapolis, Minnesota, United States

Minneapolis, Minnesota, United States

• Trained a LightGBM model on 680k candidate applications to predict refusal from candidates who received an offer.
• Created Text & Categorical Embeddings using job posting forms and candidate applications to achieve an AUC of 0.98.
• Performed posthoc analysis using LIME and Fixed Effects Regression to identify departments at risk of under-staffing.

Bengaluru, Karnataka, India

• Created data-agnostic and cloud-based solutions for partners (ranging from Forecasting to Dashboarding)
• Customized ML modules and deployed them into various clients' production environment
• Created ML POCs and pitches for prospective clients

Mumbai Area, India

• Scrapped Non-Monetary Data (28 million Transactions) using Teradata (SQL) generated via digital and customer service portals.
• Summarized the transactional data using frequential one-hot encoding to create 191 attributes for 14 million user accounts using SAS.
• Pre-processed the data by shortlisting the variables using Information Value Scores, and the risk-split given in decision trees.
• Developed an extreme Gradient Boosting model that predicted defaulting of accounts in the coming year with an accuracy of 96.2%.
• Created three risk segments in which the worst-rated accounts had an EBIT of -$151.61 projected to save the company $1.956 million.

Kolkata Area, India

• Executed end to end seismic processing and analyzed the domain transform method versus filter application for noise attenuation.
• Demonstrated signal-to-noise ratio improvement by comparing stack sections of data after key processing steps.
• Improved the visualization of the stacked section of the data by the application of post-processing steps after stacking.

Kharagpur, India

• Published several articles that alleviated the students’ skill and interest in various topics.
• Authored many published Editorials that provided an opinion on several contemporary affairs in education.
• Proofread articles to ensure the quality of content in terms of readability and grammatical correction.
• Optimized articles for Search engines using WordPress to ensure maximum exposure of the blog.

Master Of Science - Ms, Business Analytics, 4.0

Master Of Science - Ms, Geophysics, 8.30/10