Close
P
R
E
M
M
O
D
Y
[
P
M
]
Enable Camera to switch from "Normal Navigation Mode" to "Gesture Navigation Mode" else close this spinner .
Note : Use "👈" to navigate left and "👉" to navigate right.
< Use Direction alongwith Thumb and Index Finger >
Go to the top

Hello, I'm
Prem Mody

MS CS @ USC | ex-TIAA | M. L. ENGINEER | FULL-STACK DEVELOPER

About

Professional Profile

Graduate student at University of Southern California, pursuing Master's in Computer Science.

2 Years of work experience as a Machine Learning Engineer/Software Developer at TIAA, Mumbai, India, where, my day to day responsibilities covered the entire machine learning life cycle right from designing the architecture of the system to deploying the machine learning models to Production.

Download resume as PDF format

Skills

Welcome to my Skill Exhibition Section

A good coder is not only defined by great technique but also by knowledge, skill and the ability to adapt to existing codebase seamlessly. Everybody is a coder ,the best coder is someone who is ready to transmutate to new revolutionary technologies catering to the demand of the world.

WEB DEVELOPMENT

DEEP LEARNING

Computer Vision

APP DEVELOPMENT

Knowledge

A Result-Oriented Hard-working programmer who is adroit in multifarious domains with a flair for creating efficient solutions in least amount of time. These multifarious domains are listed below:

  • Deep Learning
  • Web Development
  • Web Scraping
  • Cloud Computing
  • Photo Manipulation
  • Machine Learning
  • App Development
  • Database Handling
  • Version Control Systems
  • Software Testing
  • Natural Language Processing
  • Computer Vision
  • Data Science
  • Linux/Unix
  • Graphic Design

Programming Skills

If we talk to a programmer in a language he understands, it goes to his head. If you talk to him in his programming language, it goes directly to his heart.

Programming Languages | Frameworks | Libraries | Tools | Technologies
Python
Javascript, JQuery
Java
C, C++
AWS EC2, S3, Route 53, Kafka, EMR, Lambda, Redshift, DynamoDB, Sagemaker
SQL, MySQL, Postgres SQL, MongoDB
Node.js, Express.js
HTML, CSS, Bootstrap
Numpy, Pandas, Matplotlib, Tensorflow, Scikit-learn, OpenCV, Keras, Spark
Git, Github

Experience

Focus on amount of effort one endures rather than just Years

The Genesis of knowledge is Experience. As we all know, Consciousness as a journey can only be understood backwards; but it must be lived forwards and that is possible by taking into account our own experiences.

Teachers Insurance Annuity Association of America (TIAA)

Revenue Management

2 Years

Software Developer

  • Led the entire team and delivered the R+ project right from designing the architecture to deploying into Production.
  • Implemented Random Forest, XGBoost, CATBoost, AdaBoost and Gradient Boosting Trees to predict the clients who will adopt R+ with an accuracy of 96%
  • Utilized K-Means, Birch, Hierarchical, DBSAN and Affinity clustering algorithms to identify distinct clusters of clients.
  • Devised sequential and feed forward artificial neural networks to get the probability of clients moving to R+
  • Explained the decisions of the above models using Explainable AI techniques like LIME, SHAP and Explain like 5.
  • Migrated a project from SQL Server to DynamoDB using Spring Boot and Angular by creating API’s, services and models
Somaiya Vidyavihar University

Board Of Studies

2 Years

Information Technology

  • Discussed the prospective Structure and Syllabi of various Undergraduate, Post-Graduate, Certificate and Diploma courses offered by the university.
Dr. J.H.Nirmal (HOD ELECTRONICS)

D.L. Research & Development Intern

8 Weeks

Motion Estimation, Classification and Tracking

  • Implemented a computer-vision-based python application using OpenCV that can be used to estimate, classify and track the motion of a person based on a real-time video stream by estimating the locations of key body joints
  • Embodied both ResNet and MobileNet Convolution Neural Networks (CNN) architectures using TensorFlow so that the user can get personalized accuracy and performance.
Prof. Pradnya Gotmare

N.L.P. Research & Development Intern

6 Weeks

Neural Machine Translation

  • Researched various deep learning methods that can be used to translate text from English To Marathi and vice-versa.
  • Developed a Word Level Neural Machine Translator that can translate between English and Marathi with an accuracy of 91%.
  • Used the encoder decoder architecture with LSTM to achieve the required accuracy.
Dr. Ujwala Bhangale

Full Stack Web Development Intern

40 Weeks

Faculty Management System

  • Developed a Faculty Management System that will be used by the entire Information Technology Department for effective maintenance and utilization of faculty data .
  • Implemented functionalities like work report generation, profile development tracking, automatic resume generation based on data,etc by providing support and development.
Dr. J.H.Nirmal (HOD ELECTRONICS)

D.L. Research & Development Intern

8 Weeks

ALZHEIMER'S DISEASE DETECTION

  • Researched various methods that can be used to calculate the confidence level of a person having alzheimers.
  • Developed a deep learning engine that can be used to estimate the likelihood of a person having alzheimers based on the MRI scan of the patient
  • Successfully accomplished the project with an accuracy of 92%
Prof. Grishma Sharma

D.L. Research & Development Intern

8 Weeks

NEURAL NETWORKS

  • Scrutinized various learning rules, types, architecture, evolution and classification of neural networks.
  • Interpreted the classical types of neural networks like perceptron , Auto-Encoders, Markov Chains, Hopfield Network and Boltzmann machines with respect to their applications.
  • Implemented the error backpropagation training algorithm (EBPTA) from scratch and developed a symbol recognizer and classifier using it with an accuracy of 95%.
Prof. Yogita Borse and Prof. Purnima Ahirao

N.L.P. Research & Development Intern

5 Weeks

WEBSITE INDEPENDENT DATA EXTRACTION TOOL

  • Performed advanced literature survey after reading countless research papers on neural models like Bidirectional LSTM, GRU, BERT, ALBERT, and state-of-the-art techniques for information extraction, categorization and summarization.
  • Developed an ALBERT-based utility using Keras to extract, categorize and summarize semi-structured data from any website, and automated the export of the summarized data file to AWS S3 using Boto3.
Prof. Leena Sahu

Android App Development Intern

9 Weeks

ABHIYANTRIKI ANDROID APP

  • Built a scalable and distributed android application catering to thousands of participants from disparate technical institutes across the state.
  • Disintegrated the existing monolithic backend and introduced microservices architecture alongside efficient load balancing algorithms.
  • Tech Stack: Node.js, MongoDB, Android Studio, Express.js .
Dr. J.H.Nirmal (HOD ELECTRONICS)

M.L. Research & Development Intern

8 Weeks

TRAFFIC DENSITY DETECTION

  • Researched on various convolutional neural network architectures like AlexNet, InceptionNet, ResNet, R-CNN, VGGNet, Mask-RCNN, and YOLO which can be used to estimate traffic concentration in a region
  • Devised a custom convolutional neural network model with an accuracy of 91% to detect, estimate and track traffic density in a particular area based on a video camera feed and deployed it on Heroku.
  • Fine tuned the model to achieve an accuracy of 91% and deployed to Heroku.

M.L.= Machine Learning | D.L.= Deep Learning | N.L.P = Natural Language Processing

Education

Quite My Education

Education is the key to the future, for tomorrow belongs to those who work like a Trojan for it today. Education accompanied with experience enables one to enjoy the true taste of Life. As we all know that the goal of education is enhancement of knowledge and propagation of Truth

University of Southern California
2023 - Present
MS in Computer Science
Course Work: Algorithms, Foundations of AI, Web Technologies, Database Systems, Applied NLP
Mumbai University
2017 - 2021
CGPA : 9.67 / 10    |    Rank   1
Completed my Bachelors in Information Technology at The K. J. Somaiya College of Engineering by being Rank 1 in the graduating class
Maharashtra State Board
2015 - 2017
Percentage : 86.15%    |    Top   3%
Completed my Higher Secondary School Certificate in Computer Science at The D. G. Ruparel College of Arts, Science and Commerce by being in the top 3% of the graduating class
Maharashtra State Board
2005 - 2015
Percentage : 96.00%    |    Rank   1
Completed my Secondary School Certificate at Our Lady of Remedy High School by being Rank 1 in the class.

Achievements

Just have a glance at some of my accomplishments

Significant achievement is usually deep-seated in great sacrifice, and is always the result of unwavering efforts despite confronting failures.

TIAA
BRONZE AWARD
Leadership Connect, Jun 2023
TIAA
SILVER AWARD
Deliver Excellence, Mar 2023
TIAA
BRONZE AWARD
Acting as one Team, Jan 2023
TIAA
BRONZE AWARD
Deliver Excellence, Dec 2022
TIAA
BRONZE AWARD
Leading and owning the project, Sept 2022
TIAA
SILVER AWARD
Deliver Excellence, Aug 2022
TIAA
On-The-Spot 2 AWARD
Deliver Excellence, July 2022
TIAA
BRONZE AWARD
Improving Client's Experience, May 2022
TIAA
On-The-Spot 2 AWARD
Taking Ownership, March 2022
TIAA
On-The-Spot 1 AWARD
Deliver Excellence, January 2022
TIAA
On-The-Spot 1 AWARD
Deliver Excellence, December 2021
KJSCE
RANK 1
Gold Medalist, B.Tech Information Technology, 2021
KJSCE
WINNER
Won Hack-D-Covid Hackathon, 2020
SOLOLEARN
RANK 1
Rank 1: India, October 2018
OLRS
RANK 1
Gold Medalist, High School, 2015
UDACITY
SCHOLAR
Intel Edge-AI
UDACITY
SCHOLAR
AWS DeepRacer
UDACITY
SCHOLAR
AWS Machine Learning Engineer
KJSCE
RANK 1
Final Year, 2021
KJSCE
RANK 1
Second Year, 2019
KJSCE
RANK 2
First Year, 2018
KJSCE
SUBJECT TOPPER
Artificial Intelligence
KJSCE
SUBJECT TOPPER
Web Programming I
KJSCE
SUBJECT TOPPER
Mobile Development
KJSCE
LAB TOPPER
Programming Laboratory II
KJSCE
LAB TOPPER
Operating Systems
KJSCE
LAB TOPPER
Web Programming II

Certifications

40+ Certifications!

Getting Certified is a vital part of a person's life. 1% extra effort leads to a whopping 37.8% output at the conclusion of the year .

SCALED AGILE
Certified SAFe 5 Practitioner

COURSERA
Deep Learning Specialization

UDACITY
Data Engineer Nanodegree

UDACITY
Computer Vision Nanodegree

UDEMY
Deep Learning and Computer Vision A-Z

UDEMY
Deep Learning and NLP A-Z

UDEMY
Deep Learning A-Z

UDEMY
Machine Learning A-Z

PLURALSIGHT
Deep Learning Instances and Frameworks on AWS

PLURALSIGHT
Analyzing Text on AWS with Amazon Comprehend

PLURALSIGHT
Building a Voice-enabled Serverless Website with AWS Polly

PLURALSIGHT
Getting Started with Amazon Lex

PLURALSIGHT
Build, Train, and Deploy Machine Learning Models with AWS SageMaker

PLURALSIGHT
Developing Applications with AWS Rekognition

UDACITY
Intel OpenVino Edge AI

UDEMY
Google Advanced Search: Find Stuff like a boss

UDEMY
Android App Development Guide

UDEMY
Advanced Topics in Predictive Modeling

UDEMY
Cryptocurrency: Complete Bitcoin, Ethereum and Altcoins

UDEMY
Python and Cryptocurrency | Build 5 Real World Applications

UDEMY
Python Pandas: Data Manipulation and Analysis

UDEMY
TensorFlow and Keras for Neural Networks and Deep learning

UDEMY
Unity Beginner to Advanced

UDEMY
Java Tutorial for Complete Beginners

UDEMY
Learn to Build Chatbots with DialogFlow

UDEMY
Data Science with R - Beginner

UDEMY
Introduction to French

UDEMY
A Gentle Introduction to Deep Learning Using Keras

UDEMY
Machine Learning Using Python

SOLOLEARN
Google Advanced Search: Find Stuff like a boss

SOLOLEARN
SQL Tutorial Course

SOLOLEARN
Python Tutorial Course

SOLOLEARN
PHP Tutorial Course

SOLOLEARN
JQuery Tutorial Course

SOLOLEARN
JavaScript Tutorial Course

SOLOLEARN
Java Tutorial Course

SOLOLEARN
HTML Tutorial Course

SOLOLEARN
CSS Tutorial Course

SOLOLEARN
C Sharp Tutorial Course

SOLOLEARN
C++ Tutorial Course

SOLOLEARN
C Tutorial Course

Projects and Publications

Experiential learning creates a seasoned project and applied learning paves the way for seminal papers

Knowledge teamed with practical experience and applied research leads a naive programmer to a veteran professional.

Contact

Let's Keep In Touch

Co-ordination, Friendship and Networking - these are an integral part and the foundation of a healthy and happy life. Thank you, for giving me your precious time, feel free to contact me if you have any exciting or good opportunity

Prem Mody
Los Angeles, California
USA.
Phone
Contact on Email
Email
premmody312@gmail.com

I'm also on Social Networks

Building an online presence is as important as having a high quality network that generates and fosters opportunities.

Prem Mody

Awesome.
Invincible.
Unbeatable.
Leader.
Honest.
Opportunist.
Humblesome.
Responsible.
Ambitious.
Dedicated.
Motivated.
Amiable.
Respectful.
Perseverant.
Optimistic.
Self-Disciplined.