About

Learn more about me

Data Scientist & Algorithmic Trader

  • Birth Date: 26 Nov 2001
  • Website: https://yashguptazoro.netlify.app/
  • Phone: +917082264113
  • City: Rewari, Haryana
  • Age: 21
  • Degree: M.sc in Financial Engeneering (Ongoing)
  • Email: yashgupta261100@gmail.com
  • Freelance: Available

I am a Data Scientist with over 1 year of experience. I have a proven track record of extracting valuable insights from data, leveraging historical information to make accurate predictions for future trends, and developing algorithmic bots and scripts tailored specifically for Financial Markets. I am currently pursuing M.Sc. in Financial Engineering.

Skills

Data Analysis (Data Cleaning + Engineering + Analysis) 80%
Linear Algebra , Calculus, Statistics 75%
Model Making (ML + NN) 70%
Algorithmic Trading 60%
Automation 70%
NLP 65%

Resume

Check My Resume

Education

Master of Science - Financial Engineering

2023 - 2025

WorldQuant University

I am currently enrolled in a M.Sc (Financial Engineering) program, pursuing it through online learning.

Bachelor of Technology - Computer Science and Engeneering

2018 - 2022

SRM University, Delhi-NCR

I have Graduated from SRM University in CSE brach with a CGPA of 8.4

Freelance Experience

Data Scientist / Algorithm Trading

August 2022 - Present

WFH

  • I automated diverse financial and sentiment analysis tasks using ChatGPT and prompt engineering techniques, which was later integrated into a Flask framework for automation.
  • Designed, developed, and rigorously backtested high-performing Multi-Frame trading strategies.
  • Leveraged Machine Learning algorithms to automate Price action techniques of financial markets, achieving an impressive accuracy rate exceeding 80%.
  • Enhanced functionality by implementing live filters for stocks by combining price action and advanced indicators.

Professional Experience

Data Analyst

May 2022 - July 2022

DMI Finance, New Delhi, India

  • Conducted customer segmentation analysis on NTC customers of various partners to identify patterns and trends.
  • Performed various Data Pull tasks in SQL using AWS Athena.
  • Analyzed payment defaults on various partners' portfolios and created flags to identify potential risk.
  • Build an affluence classification model using geospatial data.

Data Scientist Internship

Mar 2022 - Apr 2022

Exact Space, WFH

  • API's to retrieve real time and meta data for Thermax.
  • Worked on data cleaning process using python.

Algorithmic Bot Researcher Internship

Nov 2021 - Feb 2022

Cryptostellar, New Delhi, India

  • Analysis on top crypto currencies considering market cap, volume, ROI, CAGR, Return and other parameters
  • Created a portfolio rebalancing framework to automatically adjust investments based on market changes, resulting in improved performance and reduced risk.

Services

My Services

Data Mining

With expertise in data scraping, data extraction techniques, and data cleaning, I specialize in uncovering valuable insights from your data and transforming it into a clean and structured format. Using Tableau, I create visually appealing plots and visualizations that enhance business reports and enable informed decision-making. Let's collaborate to unlock the power of your data and achieve meaningful outcomes together.

Predictive Modeling

I leverage a wide range of machine learning algorithms, including SVM, decision trees, k-nearest neighbors, random forest, and XGBoost, as well as deep learning models such as MLNN, CNN, RNN, and LSTM. Using these powerful techniques, I can forecast and predict future trends by analyzing historical data, providing accurate and advanced predictive modeling solutions.

Data Automation and Bots

As a specialist in automated trading, I excel in creating custom trading bots for diverse financial markets, including stocks, crypto, forex, and more. My bots are designed to execute orders seamlessly, 24/7, without the need for human intervention. I can also contribute to the development of new strategies that maximize profit potential. Furthermore, I offer expertise in automating data extraction processes, streamlining and optimizing your data-driven operations for enhanced efficiency.

Portfolio

My Works

  • All
  • Automation
  • Stock Market
  • Analysis and Model Development

Financial News Scrappers

Automation

Speech-To-Text

Automation

Prompt Engineering

Automation

Sarcasm Detector Model

Model development

IPL Analysis

Analysis

Trading Strategies and Backtesting

Stock Market

Pattern Recognition Algorithms

Stock Market

Stock Filters Algorithms

Stock Market

Financial Markets Analysis

Stock Market

Contact

Contact Me

My Address

Rewari, Haryana

Social Profiles

Email Me

yashgupta261100@gmail.com

Call Me

+917082264113

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