Siddharth Patel Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

● Developed and deployed heuristic and machine learning models to detect Customer Onboarding Frauds with an accuracy of 96%.● Designed a process model to cut down the Customer Onboard Frauds to a minimum.● Designed and trained Computer Vision models using VGG16, InceptionV3, MobileNetV2, etc for document verification, image classification and object detection with a baseline accuracy of 94%, 97% and 91% respectively, to make the process of customer onboarding more efficient and reduce the invalid onboards

Worked on tag extractions from Blogs using Models like KeyBert, YAKE and RAKE. I also worked on improving and customizing the LexNLP Model for legal keyword extractions. Implemented Dask for improving the efficiency of the code and reducing execution time

Developed a Mentor - Mentee Matching Portal for their Mentoring Programme. I used various NLP techniques like data cleaning, stemming, lemmatization and cosine similarity calculations to comprehend the details and recommend suitable Mentors from the Database for a particular Mentee applying for the programme.

Bangalore

Worked on the front-end and back-end of the web application of FlatsAndFlatmates, a startup that helps users find properties and roommates and to rent out properties. Gained experience in integrating cloud services of AWS and using the MVC model framework.web: www.flatsandflatmates.co.in

Bachelor Of Technology - Btech, Computer Software Engineering

Activities and Societies: - Vice President of Computer Science Department's Official Student Body - Deanery Level Student Council.

Junior College, Computer Science

High School Diploma

Activities and Societies: Cricket Team, Football Team, School committee in-charge