Aman Singhal Email & Phone Number

- Collected & interpreted large datasets via statistical, regression & classification techniques delivered insights.- Strengthened AutoML stack; added RBF SVM & reduced hyper-parameter tuning time for neural networks- Led feature extraction & gradient boosting classification identifying class imbalanced data security restrictions.- Fine-tuned Computer Vision & Natural Language Processing for information extraction.- Won hackathon; developed data preprocessing, Transformer language generation & lstm text classification.- Drove autocomplete recommendations using k-means clustering, PCA dimensionality reduction & dashboards.

- Exploring Pairwise NMT for Indian Languages published at International Conference on NLP, ACL Anthology.- Pioneered transfer learning technique for low-resource domain adaptation & machine translation.- Achieved leaderboard across 10 language modeling tasks at the Workshop for Asian Translation (WAT’20).

- Managed cross-functional team, gathered requirement; communicated insights to stakeholders.- Revamped market mix modeling & automated data cleaning + aggregation at PepsiCo; reduced RMSE.- Designed personalized recommendation system using collaborative and content-based filtering for Dominos.- Maintained web scraping & Argo data ingestion workflows, deployed product lifecycle management tool.

Education record

Courant Institute of Mathematical Sciences Relevant Courses: Deep Learning, Probability and Statistics, Data Structures and Algorithms

Bachelor Of Engineering - Be, Electronics And Communications Engineering

Relevant Courses: Computer Vision, Computer Architecture, Calculus, Linear Algebra