About me

Dedication for data interpretation

Being raised in a computer science background, I developed an interest in learning new programming languages and cloud computing architecture. Thus, I decided to do my Masters in Computer Science from George Washington University. I always try to look for & learn new programming concepts, technologies, frameworks and methodologies.

I have worked as a Data Analyst and Software Engineer, have had hands-on experience in scripting languages like Python and its framework Django. I have successfully rendered cloud-based services like Amazon EC2, Amazon S3, Amazon RDS. Amazon ELB and GCP. I have worked on Web Technologies like MySQL, SQL, JavaScript, jQuery, HTML5, CSS3 and Bootstrap as well.

Download CV

Summary

Education

  • 05/2021

    The George Washington University,Washington, DC, USA

    Master of Science in Computer Science

    Courses – Analysis and Design of Algorithms, Advance Software Paradigms, Artificial Intelligence, Big-data and analytics Machine Learning, Neural Networks

  • 05/2018

    Rajiv Gandhi Proudyogiki Vishwavidyalaya, Indore, MP, India

    Bachelor of Engineering in Computer Science

    Courses – Cloud Computing, Data Structures, Database Management System, Object Oriented Technology, Operating Systems

Work Experience

  • 01/2021 - Present

    Research Assistant at The George Washington University, Washington, DC, USA

    • Applied Statistical, Predictive machine learning and NN techniques to analyze EHR and biological data related to COVID-19
    • Constructed big data ETL Pipelines to process 6 Billion records using SQL and Pyspark in order to generate visualizations for observing patterns between different features and accordingly feed the data for analysis
    • Conducted literature review and reporting concerning methodological aspects of literature of excess mortality after natural disasters
  • 06/2020 - 11/2020

    Data Analyst Intern at Virtual Emerging Technology Solution (V-ETS), LLC, Washington, DC, USA

    • Applied Artificial Intelligence, Machine Learning Algorithms, Classification, Regression, Predictive Analytics, Neural Networks and Big Data approach to generate insights to healthcare data
    • Architected/ Designed/ Developed big data ETL pipelines using AWS Services to process, clean and ingest semi structured data
    • Performed data preprocessing, visualization and analysis using Python, AWS Athena, AWS glue and Tableau
    • Lessened cost and usage of AWS Cloud services and performed data migration between multiple platforms
  • 03/2020 - 06/2020

    Software Engineer Intern at Bankey, LLC, Washington, DC, USA

    • Supported in frontend design, development, and integration in current software providing money transfer without bank account
    • Documented software requirements and features
  • 07/2017- 06/2019

    Software Engineer - Data at MMF Infotech Technologies Pvt. Ltd., Indore, MP, India

    • Analyzed data to drive optimization and improvement of product development, marketing techniques and business strategies
    • Collaborate with data engineers on data preprocessing, analysis and business team to bring analytical prototypes to production
    • Performed and run both simulated and live experiments (A/B and multivariate tests) to drive KPI improvements and implement-ed complex models and algorithms that drive analytical solutions throughout the organization
    • · Identified and articulated the key business reporting needs, presented data driven stories, educate others, and created plans to build confidence with stakeholders

  • Intern, for Python Chatbot development at MMF Infotech Technologies Pvt. Ltd., Indore, MP, India

    • Created a Chatbot utilized for an E-commerce platforms to allow users to search products according to interest and provide response to FAQ’s. It utilized Natural Language processing and text analysis leveraging google library Dialogflow
    • Succeeded in exploring possibilities of a chatbot, administered an AI-powered chatbot leveraging Dialogflow. Training and optimizing bot to make more natural conversations
  • 05/2017 - 08/2017

    Industrial Training on Advance Java at Technical Skills Development Cell, A.I.T.R., Indore, MP, India

    • Studied about JAVA Classes and OOPS concept, Exception handling, JDBC, JSP, Servlets, Session handling, struts and hibernate
    • Designed database and user interface of parking management system in 3 member team

Certifications

  • AWS Certified Cloud Practitioner
  • Certified in Microsoft Technology Associated for Database Administration Fundamentals in 2017
  • Completed course titled M101J: MongoDB for Java Developers
  • Successfully completed AWS Technical Professional, AWS Business Professional, Machine Learning on AWS - Technical, Ama-zon Connect - Technical courses

Programming Languages

Database Languages

Cloud Based Services

Tools and Libraries

My Expertise

What Service I
Offer For You

Data Analysis

Machine Learning

Data Science

Web Scrapping

Software Development

Cloud Services



My Portfolio

Check My Recent
Work

  • Devised CNN model to detect emotion of a person by analyzing speech signals from audio
  • Trained model on SAVEE dataset to predict/detect 7 emotions of a person
  • Deployed Linear regression and recursive feature elimination to transform data for better accuracy and fast learning of model

Speech Emotion Detection

  • Python
  • Keras
  • Tensorflow
  • Developed retrieval based chatbot for health app for logging daily calories intake by user in meals
  • Formulated a food recommendation engine to monitor daily calorie intake
  • Automated meal logging, trained model for identifying entities, fetching relevant information from user input

Health Chatbot

  • Python
  • Tensorflow
  • Spacy
  • Keras
  • Neural Networks
  • Contrived a program to detect whether people keep social distance by analyzing real time cctv cameras feed
  • Trained model for detecting people and measuring the Euclidian distance between two people

Social Distancing Monitor

  • Python
  • Tensorflow
  • OpenCV
  • Analyzed the likelihood of CKD in a dataset of 8819 patients
  • Predicted CKD risk with logistic regression, random forest, and backward selection
  • Developed an easy-to-use screening tool in Advanced Excel

Healthcare - Predicting Chronic Kidney Disease (CKD)

  • Python
  • Excel
  • Tableau
  • Predicted likelihood of clients subscribing to a term deposit plan offered by a bank
  • Implemented Supervised Learning Techniques like – Naïve Bayes, ANN and KNN to select variables which were drivers of customer decision. Accurately predicted 87% results

Predicting Term Deposit Subscription

  • Python
  • Tableau
  • Implemented Minimax, Reinforcement learning, Q-learning algorithms to play tic-tac-toe with opponent team
  • Demonstrated drastic improvement of runtime by implementing alpha-beta pruning, cache and heuristic functions

Artificial intelligence agent for Tic-Tac-Toe Game

  • Python
  • Constructed a web application to source products from amazon store utilizing Amazon MWS Product API from a seller and re-price those products on basis of pricing rules leading to rapid listings of products for a dropshipping business
  • Created back-end, user interface, and structured data in database optimizing response time by 25%

Amazon Web Scraper and Repricing Tool

  • Python
  • Django
  • Selenium
  • Worked in a team of 5 and built a web backend for a marketplace platform for E-commerce, Booking system, Consultant ser-vices, Apartment rental business
  • Integrated Stripe payment gateway in all modules, managed all payments made by customers on mobile application and gener-ating orders or bookings, connecting Postmates API to provide local delivery services for e-commerce module

Loggedinapp

  • PHP
  • HTML
  • CSS
  • Javascript
  • Developed a web application for tourists to get information about nearby places, Hotels bookings, Offers/Deals in area
  • Built back-end, displayed locations by Google Maps API, QPX express API for flight bookings, structured and managed data-base

Travista (Major Project)

  • Django
  • Python
  • AJAX
  • HTML
  • CSS
  • Javascript

Get in Touch

Vienna, VA-22180

+1 202-714-4596

pranay343@gmail.com