@shivanshsinghal
Shivansh Singhal
@shivanshsinghal
Python
Django
Flask
Machine Learning
DBMS
Deoli, India
I am a Junior Undergrad at Computer Engineering Dept, NIT Surat. I am a Data Science enthusiast, more specifically I love to explore and learn about how data is going to take over every sector with the power of Data Analytics & Machine Learning.
I have been working in the field of Data Science for the past year & doing backend web development in python as a side interest. Since then I have worked on various skills in the field of Data Science:
- Data Collection from various online sources using data scraping/web crawling
- Data Cleaning & Wrangling using pandas
- Statistical analysis of data using NumPy
- Visualizing data and extracting valuable information from the data using matplotlib
- Implemented various machine learning algorithms from scratch verifying by comparing the results with scikit-learn in-built modules for the algorithms
Over the past two years, I have worked on numerous projects:
- Music Spot - A full-stack Django-React app that uses Spotify API to let users create and join music rooms for partying & chilling
- Student Investment Portfolio (SIP) - A student Investment portfolio web app built with various optimization techniques and screening parameters from core finance including the Markowitz model, Monte Carlo Simulations & Ratio Analysis
- Stock Bot - A python telegram bot to fetch real-time global financial market indices, latest news articles in the world of finance & business, and articles on math models & finance for algorithmic trading
- TV Spree - A python web app built with flask to track movies & TV shows having features like giving insights about user's watching pattern, and provide a social platform to binge-watchers for competing
- Amazon Price Tracker - A python app to track prices of multiple products by just telling the product name, and expected price
- YouTube Downloader (GUI App) - A python GUI app to download YouTube videos on my local computer built using PyQt and tkinter
Working on these projects I have gained experiences in many fields, out of which my top skills are:
- Flask (micro-web framework of python)
- Data Scraping/Web Crawling
- Scripting in Python
- Data Cleaning/Wrangling & Data Analytics
Visit my GitHub Profile: shivanshsinghal107