Nabagata Saha

About Me

I'm an undergraduate student in the Department of Computer Science and Engineering at NIT Warangal.
I am broadly interested in research in Computer Vision. Apart from that, I am into Photography as well.

Experience

ML Apps India, SAP India

SDE Intern

Worked on Hyper-parameter Tuning for Xgboost Classifier using Random Search and Tree of Parzen Estimators which was implemented on NLP and Account Recommender models with RESTful APIs

MILE Laboratory, Indian Institute of Science, Bangalore

Research Intern

Improving the quality of existing deep learning based super-resolution models, without increasing the computational complexity.
The models have been implemented in PyTorch. The quantitative evaluation of the results is shown in terms of Peak Signal to Noise Ratio (PSNR) and Structural Similarity (SSIM) metric.

Education

National Institute of Technology, Warangal

August 2016 - present

Bachelor of Technology in Computer Science and Engineering

Fundamental courses in Computer Science:
- Data Structures and Algorithms
- File Structures
- Object Oriented Programming
- Programming in C++
- Database Management Systems
- Computer Architecture
Additional Secretary of Computer Science and Engineering Association.
Executive Member of TEDxNITW.
Executive Member of Photography Club, NITW.

Kendriya Vidyalaya No.1, Salt Lake

Passed out in 2016

AISSCE (CBSE) Board

Studied Physics, Chemistry, Mathematics & Computer Science.
Scored 95.6% in CBSE Class XII Boards Exams, highest in school.

Projects

Handwritten Digit Prediction

Using neural networks to correctly identify digits from MNIST dataset of tens of thousands of handwritten images.
Technologies Used: PyTorch

House Price Prediction

Using Regression algorithm for Machine Learning, house prices are predicted for any specific location.
Technologies Used: Tensorflow

WhatRobe - A chatbot

Developed a chatbot which can answer all your queries when you go online to buy some clothes.
Technologies Used: APIs