Anmol Deep
@user.2512296
NLP Engineer | Data Scientist | B.Tech IIT Guwahati
Delhi NCR, India
Anmol Deep is an IIT Guwahati B.Tech (Mechanical Engineering with a Minor in Product Design) graduate who has built a career spanning data science, NLP engineering, and analytics. He has worked at Tata Digital as a Data Scientist building recommendation systems and personalization engines for TataNeu, at IPAC providing data and analytics support for political campaigns, and currently serves as an NLP Engineer at Insurance Samadhan. He is proficient in Python, PyTorch, spaCy, Hugging Face, PySpark, and a wide range of ML tools.
Experience
NLP Engineer
Insurance Samadhan
Set up NER pipelines, research KIE, Table Extraction, and Layout Detection models. Refactored existing rule-based system, set up data analytics and ETL pipelines. Set up labeling interface for Layout model training data generation.
Senior Associate
IPAC
Led analytics of PK Connect app (100k downloads). Provided data and analytics support in four marketing campaigns. Used OpenCV, tesser-ocr, sciPy to extract and post-process Hindi text. Performed extensive data mining. Interviewed 500 people and drafted AC/PC reports. Devised a novel approach for Caste composition calculation.
Data Scientist
Tata Digital
Built collaborative filtering recommendations for electronic products. Developed similar fashion product recommendation and complete-the-look system using Computer Vision and ANN search. Personalized customer journey on TataNeu. Set up and deployed image labelling platform. Built analytics pipeline for TataCliq including RFM, Churn and CLTV prediction. Top performer, promoted after one year.
Web Development Intern
Mechanical Department, IIT Guwahati
Developed the website of the Mechanical department using Wagtail framework for backend and Bootstrap for frontend.
Education
IIT Guwahati
B.Tech
Mechanical Engineering, Minor in Product Design
Coursework: Operations Research, Product Planning & Strategy, Product Design, Design Management, Data Structure Lab with OOP, Artificial Intelligence.
Hellens School
10+2
CBSE
Sitamarhi