Summary
Overview
Work History
Education
Skills
Websites
Languages
Interests
Co Curricular Projects
Other Qualifications
Personal Highlights
Timeline
Generic
Varsha Roshan

Varsha Roshan

Bawshar

Summary

Experienced in artificial intelligence, machine learning, and computer science. Dedicated to serving as a PGT Teacher and creating a dynamic and engaging learning environment for students. Strong foundation in AI research, teaching, and project development. Objective is to equip students with necessary technical skills and knowledge to thrive in the ever-evolving field of AI. Fosters creativity, critical thinking, and innovation. Strives to prepare students for future technological challenges while inspiring their passion for the subject.

Overview

5
5
years of professional experience
6
6
years of post-secondary education

Work History

Freelance Developer

IVY
02.2022 - 05.2022
  • Company Overview: https://lets-unify.ai/
  • Contributed to a mission to build a new Machine Learning Framework that simultaneously supports all the modern frameworks such as TensorFlow, JAX, NumPy, MXNet, and PyTorch, in a simple and scalable manner
  • Collaborated with over 700 developers across the world in refining a large codebase in python, using GitHub
  • Worked in the project using Docker Container comprising more than 50 submodules, packages, and libraries
  • Updated docstrings across various functions within image and activation submodules to use 'Numpy' with code examples
  • Https://lets-unify.ai/

Assistant Professor

MET's School of Engineering
08.2018 - 08.2019
  • Delivered lectures in the areas of image and video processing, wireless communication, and communication networks
  • Trained a batch of over 60 students on the installation and commissioning of communication and computer systems
  • Guided 3 student teams in their academic projects involving PCB fabrication
  • Coordinated all relevant academic and co-curricular activities for the Electronics & Communication Engineering department

Graduate Research Analyst

LARSEN AND TOUBRO, BANGALORE
06.2017 - 11.2017
  • Company Overview: L&T Technology Services Ltd
  • Assisted a team of 5 developers on an AR project implementing real-time object detection using YOLOv2 in OpenCV
  • Conducted literature survey on various deep learning algorithms in object detection and classification using libraries such as TensorFlow, Keras, sci-kit Learn
  • Implemented a face verification algorithm comprising Deep Boltzmann Machine and stacked autoencoders for feature extraction which was tested on YouTube Faces Database containing 3,425 videos of 1,525 different people
  • Completed comparative study of the implemented algorithm and the existing feature extraction methods achieving accuracy levels of 98%, thereby attaining a drastic improvement of 3-4% over previously used (conventional) methods
  • L&T Technology Services Ltd

Education

Master of Technology - Communication Engineering

RAJAGIRI SCHOOL OF ENGINEERING & TECHNOLOGY
Kochi, KERALA
08.2016 - 06.2018

Bachelor of Technology - Electronics & Communication Engineering

MET's SCHOOL OF ENGINEERING
Trichur, KERALA
09.2012 - 05.2016

Grade XII - undefined

Grade X - undefined

Skills

  • Deep Learning

  • Natural Language Processing

  • Computer Vision

  • Python

  • Data Analysis

  • Academic Literature Review

  • Course preparation

  • Clear Communication

  • Developing Engaging Presentations

  • Google Classroom Management

  • Experience with MATLAB

  • PowerPoint

  • Microsoft Excel

  • SQL

  • Learner Involvement

Languages

English, Malayalam, Hindi

Interests

Learning new technologies,Dance,Gardening,

Co Curricular Projects

Student Database Management System :

  • Developed a Student Management System to manage student records, attendance, grades.
  • Implemented CRUD operations using Python and SQL.
  • Generated reports using Pandas for attendance and grades.Designed a user-friendly interface using Tkinter.

Web Application for potato leaf disease:

  • The CNN model predicts early blight and late blight diseases in potato leaves.
  • Deployed using Streamlit and Heroku platforms.

End-to-end automation solution for Travel advisors:

  • Built in UiPath studio incorporating UiPath Orchestrator and RE Framework.
  • Achieved a 50% reduction in average handling time.

Other Qualifications

  • Certified Ui-Path Professional RPA Associate Developer(Certificate) 2023
  • Participated in Analytics Vidhya Job-A-Thon, building a smart system to predict the CTR for email campaigns 2022
    involving extensive Data preprocessing.
  • ‘Machine Learning’ by Coursera - Andrew Ng (Stanford Online) (Certificate) 2021
  • ‘Project-based Deep Learning Bootcamp’ by Machine Learning India (Certificate) 2022
  • Developed Robust Perceptual Image Hashing based on ring partition and NMF using MATLAB 2017
  • Implemented Automated motion tracking and face detection in surveillance video using MATLAB 2017

Personal Highlights

  • Acted as liaison between students and administration as the Secretary of National Service Scheme (NSS) from 2013 - 2016 and was also hand-picked to participate in NSS organized State Leadership Camp for future leaders.
  • Supported Government Mental Health Centre, Thrissur in their rehabilitation activities for inmates.
  • Voted as the 'Best Outgoing Student' from a batch of 600 students based on academic and extra-curricular contributions.
  • Led the undergraduate college team for intercollegiate technical and nontechnical events.

Timeline

Freelance Developer

IVY
02.2022 - 05.2022

Assistant Professor

MET's School of Engineering
08.2018 - 08.2019

Graduate Research Analyst

LARSEN AND TOUBRO, BANGALORE
06.2017 - 11.2017

Master of Technology - Communication Engineering

RAJAGIRI SCHOOL OF ENGINEERING & TECHNOLOGY
08.2016 - 06.2018

Bachelor of Technology - Electronics & Communication Engineering

MET's SCHOOL OF ENGINEERING
09.2012 - 05.2016

Grade XII - undefined

Grade X - undefined

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Varsha Roshan