Summary
Overview
Work History
Education
Skills
Accomplishments
Mini Project
Certification
Interests
Timeline
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Amrit Raj

Artificial Intelligence Engineer
Ahmedabad

Summary

Innovative Artificial Intelligence Engineer possessing strong analytical, mathematical skills, and decent knowledge of machine learning and deep learning techniques. Cross-functional knowledge of Mechanical Engineering and Artificial Intelligence has helped in contributing significantly in developing ADAS features in the Automotive domain by creating programs and algorithms to enable machines to detect, track and classify objects. A keen planner, self-motivated, logical and detailed professional with exceptional Python coding, good communication and presentation skills.

Overview

1
1
year of professional experience
8
8
years of post-secondary education
3
3
Certifications

Work History

Artificial Intelligence Engineer

Tata Consultancy Services
Ahmedabad
08.2021 - Current
  • Dataset preparation - Selected appropriate datasets and performed image processing using Open-CV and Sk-image to capture all possible realtime scenarios like low-light conditions.
  • Performed Traffic sign Classification for Speed Limits using Convolutional Neural Network (CNN) based on Tensorflow.
  • Tested Classification model performance using different methods- Confusion matrix, F1-score, accuracy.
  • Addressed imbalanced dataset limitation for certain classes during model training by implementing GANs- Balanced GAN, Cycle GAN.
  • Researched and applied Text extraction models- Easy OCR, Keras OCR, and RCNN for extracting texts from Traffic signs.
  • Applied Open-CV based Object tracking methods for tracking speed limits.
  • Developed features for combined Camera and Lidar data annotation tool based on Python, PyQt5 and VTK used for object and lane annotations.
  • Prepared overlays for both instance and semantic labeling of images along with statistics report to analyze image datasets.
  • Managed high volume of data in form of video frames, JSONs, and CSVs from across multiple geographies.
  • Completed reviews of codes, requirements and prepared detailed documentation for code walkthrough.
  • Consulted with users, vendors and technicians to determine computing needs and system requirements.

Intern

Indian Institue Of Technology Madras
Chennai
08.2021 - 11.2021
  • Studied Kinematics of industrial robots with 6-Degree of freedom.
  • Studied applications of industrial robots.
  • Collaborated with entrepreneurs and professors to understand modern problems in field of Robotics and Automation.
  • Performed basic Python programming for ROS.

Education

Master of Technology - Mechanical Engineering

National Institute of Technology
Rourkela, India
08.2019 - 07.2021

Bachelor of Technology - Mechanical Engineering

DIT University
Dehradun, India
08.2014 - 07.2018

Intermediate - Science

Delhi Public School
Patna, India
04.2012 - 05.2014

Skills

Python Programming

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Accomplishments

  • Leading and representing team of 11 members at Ahmedabad Location.
  • Contributed in expansion of the organization by supporting in Experienced Professionals hiring.
  • Contributed in planning roadmap of technical training of new joiners.
  • Participated in technical and cultural events during both professional and academic career.
  • Awarded Scholarship of INR 30,000 by Ministry of Heavy Industries (MHI), Government of India for internship at IIT-Madras.
  • Awarded GATE scholarship of INR 12,400 per month (2019 - 2021) by Ministry of Education (MoE), Government of India.

Mini Project

Automated Resume Parser Using Python

  • Takes resume in PDF, DOCX, and DOC format.
  • Created a database for mapping the skillset to each Job role.
  • Uses Python, Pandas, Regular expressions, NLTK to extract useful information like Name, Email ID, Phone number, Skills, and Experience.
  • Maps the candidates to best suitable roles according to the skillset of the candidates.
  • Creates an Excel output at the end with all the details.

Certification

Introduction to Python and Data Structures, University of Michigan (Coursera)

Interests

Financial Markets - Personal Finance, Investments

Poetry - Hindi, Urdu and English

Timeline

Artificial Intelligence Engineer

Tata Consultancy Services
08.2021 - Current

Intern

Indian Institue Of Technology Madras
08.2021 - 11.2021

Introduction to Python and Data Structures, University of Michigan (Coursera)

07-2020

Supply Chain Operations & Logistics - RUTGERS University (Coursera)

07-2020

Six Sigma & The Organization (Advanced) - University System of Georgia (Coursera)

07-2020

Master of Technology - Mechanical Engineering

National Institute of Technology
08.2019 - 07.2021

Bachelor of Technology - Mechanical Engineering

DIT University
08.2014 - 07.2018

Intermediate - Science

Delhi Public School
04.2012 - 05.2014
Amrit RajArtificial Intelligence Engineer