💻 Software Developer
🎓 Computer Science Graduate
📈 Passionate about learning and using cutting-edge technologies
🚀 Enthusiastic about Machine Learning and Data Science

📌 Custom Search Engine for Science Data | Apr 2024

• Utilized Scrapy, Beautiful Soup to crawl around 123K Science web pages from various sources, storing it in MongoDB.
• Improved data accessibility by developing a custom search engine for science data in Python, Flask, applying indexing, clustering, and query expansion techniques to optimize search functionality.
  

📌 GPT for Stock Market Analysis | NOV 2023

• Fine-tuned OpenAI's GPT-3.5 turbo using Python for Stock Market analysis.
• Specialized the model for calculating SMA, EMA, RSI, MACD of a stock and implemented responsive plotting system that generates plots on user's inputs.
  

📌 Movie Piracy Prediction System | MAY 2023

• Employed advanced data cleaning techniques and conducted Exploratory Data Analysis (EDA) using Python.
• Developed a set of custom Machine Learning models like XGBoost, SVM, Logistic Regression from scratch, and compared the accuracy with the sklearn models.
  

📌 Salary Prediction System | DEC 2022

• Developed a web scraper using Python, Selenium, Beautiful Soup to extract data about various job postings from 10 websited online.
• Built Machine Learning models to predict the salary of various jobs using Regression and Boosting algorithms, achieving an accuracy of 97%.
  

📌 Course Management System | DEC 2022

• Utilized object-oriented design principles and architected a Java-based web application using Spring Boot, Spring Security, MySQL for efficient course management.
• Conducted unit testing using JUnit and followed Agile principles throughout the project.
  

📌 Telemedicine System | DEC 2022

• Designed a MySQL database for a telemedicine system consisting of complex SQL queries and sub-queries.
• Created a CRUD webapp using Java, HTML, CSS, JavaScript.
  

📌 Posture Estimation System for Yoga Asanas | MAY 2023

• Built a system using Python, TensorFlow to estimate the posture of user performing Yoga Asanas, and achieved an accuracy of 93%.
• Integrated a Siamese network using PyTorch, to estimate the similarities between the user's posture and correct posture, and generated a report for the user.
• Designed a user-friendly website using Flask, CSS, HTML.
• Conducted test cases using Selenium, Pytest.
• Published a research paper based on all the methodologies used for the project.
  
  
  

🚀 many more on my Profile!