Hi there, I'm Sacheen Shrestha! 👋

🚀 About Me

I'm a passionate Data Scientist & AI Enthusiast with a strong foundation in Python, Machine Learning, and Quantitative Finance. My interests lie in using AI to optimize trading strategies, analyze financial markets, and develop intelligent systems.

🧠 What I Work On

• Quantitative Finance & Trading Bots: Developing AI-driven trading models, including a forex trading bot using the OANDA API and NNFX strategy.
• Machine Learning & NLP: Exploring advanced AI techniques for text summarization, recommender systems, and financial forecasting.
• Django Web Development: Building scalable applications, including Basana Boutique, an e-commerce platform with seamless checkout and PayPal integration.
• Deep Learning: Training models with TensorFlow and PyTorch for NLP, forecasting, and predictive analytics.
• PostgreSQL & Data Engineering: Managing and optimizing databases for AI applications.

🔧 Tech Stack

• Programming: Python, SQL, JavaScript
• ML & AI: TensorFlow, PyTorch, Scikit-Learn, Hugging Face
• Backend: Django, Flask, FastAPI
• Frontend: HTML, CSS (learning React)
• Databases: PostgreSQL, Firebase
• Cloud & DevOps: Docker, GitHub Actions

📌 Projects

🔹 [Forex Trading Bot] - AI-driven trading strategy using OANDA API & machine learning.
🔹 [Basana Boutique] - A full-stack Django-based e-commerce platform.
🔹 [Text Summarization] - NLP model using T5 Transformer for summarizing long texts.
🔹 [Movie Recommendation System] - Built with NLP & collaborative filtering.

🎯 Current Goals

🔹 Mastering Quantitative Finance & building more AI-powered trading systems.
🔹 Improving React & frontend skills for better UI/UX in web apps.
🔹 Researching Neural Networks vs. Traditional Models for forex price prediction.

📫 Connect With Me

• LinkedIn: linkedin.com/in/sachinsresta/
• GitHub: github.com/SacSresta
• Email: [email protected]

Let's build something awesome together! 🚀