Pratik Shah

Portfolio

Introduction

My name is Pratik Shah. I am a M.Tech first year student at Indian Institute of Technology, Bombay. I have a kin interest in Computer Vision and Machine Learning. I have some research experience as Project Engineer in Geomatics Department under Prof. Kamal Jain at Indian Institute of Technology, Roorkee.

Projects

  1. Devanagari Character Recognition.
    • Built an Neural Network from scratch using just NumPy and Pandas.
    • Maps an input image to corresponding Devanagari Character.
    • Trained with 17000 images.
    • Predicts with 87% accuracy on unseen data.

  2. E-Commerce in Metaverse
    • User can create customized avatar using their photo.
    • Users can invite their friends in the 3D space and talk(voice) and chat.
    • User can create customized avatar using their photo.
    • Technology Used- Unity 3D, JavaScript, Blender 3D.

  3. Hate Speech Detection
    • Designed an NLP based model to detect Hate Speech before posting.
    • Trained data of over 90 GB of text, audio, image & video for hate speech.
    • Worked with technologies like matplotlib, nltk, seaborn and azure cognitive speech.

Qualification Board/University Year of Completion
M.Tech IIT, Bombay 2026
B.Tech GITAM University 2023
S.S.C P.P.J Sarswati Vihar (C.B.S.E) 2018