Hello!

I'm
Hriday Purohit,
a data dictated

  • Data Scientist
  • Software Developer.
  • Machine Learning Engineer


I focus on using Machine Learning to create various projects and I am working my way through to use my Machine Learning skills in different domains.

Get in touch hridaypurohit@gmail.com

Background

I will complete my Bachelor's degree in Computer Engineering from University of Mumbai in 2021 . While earning my degree, I have successfully done 3 intenships at Yes Bank Limited. I will strive to achieve a reputed university to obtain my Master's Degree.

Interested in working together? Reach out!
skills
Languages
  • PYTHON
  • JAVA
  • C
  • HTML
  • CSS
  • MYSQL
Libraries & Frameworks
  • APACHE SPARK
  • APIs
  • SCIKIT-LEARN
  • MATPLOTLIB
  • HADOOP
Necessary Skills
  • DATA STRUCTURES
  • ALGORITHMS
  • MACHINE LEARNING
  • PROBLEM SOLVING
  • GIT & GITHUB
Design
  • LIGHTROOM
  • PHOTOSHOP
INTERNSHIPS
Yes Bank Limited.
December 2019 – December 2019
Intern Trainee
CRM Lead Conversion Model, using ML. Applied different ML Models to the given problem statement. This ML model ranks the leads created in the bank based on certain hyperparameters. Thus, letting the RM’s know which leads to prioritize over others based on their predicted conversion percentage.
Yes Bank Limited.
June 2019 - June 2019
Intern Trainee
Understanding and working on APIs, the usage of Google's Geocoding API to help geocode a large set of customer accounts to gain accurate locations (and other details) for further usage. These accurate locations would help direct customers to the bank’s ATM and branches, which would facilitate convenient banking and customer delight.
Yes Bank Limited.
December 2018 – December 2018
Intern Trainee
Usage Pattern of Channels using Machine Learning on Apache Spark. Performed Data Engineering using Spark and HIVE to prepare the channel usage data. Implemented distributed Linear Regression over usage data of every user for determining the best fit curve and extract features from the curve using Spark MLib. Used Logistic Regression to categorize the usage of the customer into one of the 8 categories using Python. Platform- Hadoop and Cloudera This model would help predict the attitude of the user towards the bank based on his/her usage. This helped increase customer retention by alerting RM’s of customer’s usage fatigue of the bank’s services..
View My Resume
VOLUNTEERING & Extra Curriculars
Rotaract Club of Bombay Mahakali Heights
May 2020 - Present
Charter Board of Director Marketing & Sports
1. A BOD at RCMBH, pushing forth & helping in projects such as Sakhi (Promoting Menstrual hygiene and distributing free pads to underprivileged women and children) 2. Project Vikramgad (Tree plantation project, planning to plant 2000 saplings in Vikramgad taluka) 3. Project Sukoon (promoting mental health awareness)
Project Chirag
Project Chirag Installing solar panels i.e lights and chargers in rural villages
Computer Society of India
April 2018 - March 2019
Assistant Public Relations Officer.
Managed TechNext 2018 (2 day technical fest in college with a footfall of 1400)
Smart India Hackathon - College Hackathon
Ranked 6th in the entire college. Project referenced below as - Poshan Abhiyaan.
Courses & Certifications
Stanford University - Machine Learning

A Machine Learning course taught by Andrew Ng.

Python Machine Learning Mathematics
image
AlgoExpert.io

1. Basic & Advanced Data Structures taught by Clement Mihailescu 2. 160+ coding questions to improve algorithm knowledge and learn competitive coding.

Data Structres Algorithims Competitive Coding
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Nvidia's Fundamentals of Deep Learning for Computer Vision

A basic course that taught us the fundamental mathematics and logic behind Computer Vision

PYTHON Deep Learning Image Processing Mathematics
Udemy - Python Bootcamp

A complete Python Bootcamp that covers Basic-Advanced python,

PYTHON
Projects
Contactless System

To create a “Contactless System” a.k.a a virtual mouse which is heavily reliant on mathematics and image processing. Trying to implement a new feature that will help zoom into the user's fingertips based on the distance he/she is away from the camera, will help keep the range of motion done by the user's fingertips, constant and independent of the distance. This is our plan of action and this project is being made in our final year, this was designed specially keeping Covid-19 in mind.

Python Machine Learning Image Processing Mathematics
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Promoting Hollistic Nutrition for Health Workers of POSHAN ABHIYAAN

Poshan Abhiyaan is a government scheme that helps feed malnourished, underprivileged kids in rural areas of India. 1.Designed a system (web application) for health workers to monitor and trigger alarms if some women/child have not come for an upcoming dose. Additionally, if a mobile number of the patient is registered then provide notification to them to get the doses. 2.Usage of the Google Geocoding API to get a visual overview of all the health workers' locations and their data collected.

PHP GEOCODING CSS HTML
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Facial Attendance Software

Used python’s OpenCV library to take a live snapshot of the user, this was compared to a previous given photo of the user using python’s Face Recognition library. The program will instantly append the user’s name/roll number with the exact time of entry, into a CSV file.

PYTHON Machine Learning Image Processing
Drowsiness Detection

Used a haar cascade classifier to help detect the face, left eye, and right eye of the individual. Used a model that was trained on 8000 images of open and closed eyes in different lighting conditions. The program plays an alarm if your eyes are detected shut, and can have various real-life applications.

PYTHON Machine Learning Image Processing
Sudoku Solver

Using Backtracking to solve any given sudoku as an input. Trying to convert the code into a game, which solves the sudoku and classifies it into categories such as easy,medium,hard on the basis of the solving time..

PYTHON