Shubham Pratap Singh Email & Phone Number

Berlin, DE

Berlin, Germany

Berlin, Germany

• Created an end to end data pipeline using Apache Kafka and Apache Spark Streaming to perform image similarity and built a dashboard using Streamlit to output results.
• Understanding and implementing various deep learning models (triplet-based multiscale model trained with triplet_margin_loss and resnet 50 model with RMAC pooling) for calculating image features and XGBoost model for.
• Optimized the image similarity ranges to reduce the number of false positives based on actual and predicted labels. Labels are predicted based on classifying the image similarity score into 3 similarity buckets – low.
• Comparing the results of the traditional approach (ORB and a hash-based image signature) with the deep learning approach.

Bengaluru, Karnataka, India

Developing failure prediction models to assess trade failures for investment banking clientsHandled natural language processing for the supports ticket classification

Pune Area, India

Implementing Machine Learning Models for batch-timing prediction Developed scripts for Job Automation involving database processingDeveloped bots for automatic client report generation Responsible for handling database technologies and machine learning processes supporting client projects

Supporting projects involving radio transmitters and receivers, satellite and radio communication. Assisted research projects for the Indian Army

New Delhi Area, India

Developed a basic understanding about the configuration of AVR ChipProject Lead- Android Controlled Robot with operational concepts of timers, registers, and memory and input-output pin functionalities.

Master Of Science - Ms, Data And Knowledge Engineering

Degree in Data Science

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering

Key Coursework: Statistics, Computer Programming, Data-Pre Processing Project Lead- Designed a computer programming software, MedCAM for.

Science

High School

Activities and Societies: Memeber Of school parliament.