Nathaniel Daniel

Life's Too Short for Manual Work 💨

Software Engineer from Nashville, Tennessee 📍

/ about me

I am currently a Software Engineer in my last semester at MTSU! I love writing articles showcasing my work/finds and about reverse engineering.

Here are some technologies/skills I have been working with/on:

Python
Java
FastAPI/Flask
Spring boot
Amazon AWS
Docker
Machine Learning
Reverse Engineering

In my free time, I love to watch sport leagues such as the NBA, NFL, and Premier League. I also love to work out, play basketball/football, and meet new people!
I also love to write articles about anything related to my work/interests on my Medium page linked above.

/ experience

Software Engineer @ My Startup

November 2020 - Present

Developed and sold specialized Python scripts for task automation across websites and mobile applications (Android and iOS), reverse engineering 30+ platforms to create tailored solutions.
Built, packaged, and obfuscated Windows executables from Python scripts, incorporating encryption for security, and sold them directly to users.
Created and maintained Discord bots, converting Python scripts to automate processes for 3,000+ users.
Developed and integrated secure RESTful APIs using Flask, leveraging the Requests library for API integration and implementing task automation for various client projects.
Optimized SQL queries and utilized SQLAlchemy and Flask to securely store and manage user data in a PostgreSQL database.

/ projects

AI-Powered Outfit Recommendation Web Application
Developed an AI-powered web application that recommends outfits based on user-uploaded images, leveraging Python, Flask, and deep learning techniques. Implemented a clothing classification model using ResNet34, integrated automatic background removal with U2-Net, and incorporated color analysis and weather data for personalized suggestions. Deployed the application on AWS EC2, utilized S3 for storage, and documented the project through a Medium article and live demo.

Python, Flask, OpenCV, SQLAlchemy, KMeans Clustering, PyTorch, TensorFlow, SQLite, HTML/CSS, JavaScript, AWS EC2/S3
Cloud-Based Airline Booking Service
Built a cloud-based airline booking service that uses AWS & does tasks such as booking flights, uploading/downloading documents such as passports and managing flight data.

Python, FastAPI, Java, Spring boot, SQLAlchemy, Docker, PostgreSQL, AWS (EC2, ECS, Cognito, S3, RDS, DynamoDB, Lambda, SQS, CloudWatch, X-Ray, AppSync), GitHub CI/CD, Postman, SwaggerUI
Fine-Tuned Open Source Model Using Personal iPhone Notes
Fine-tuned the Mistral 7B model using personal notes exported from my iPhone.

Python, Mistral 7B model, Model Quantization, Hugging Face Transformers, Machine Learning
Automated Checkout Bot
Developed a request-based auto-checkout bot that housed custom solutions for advanced bot detection defenses that allowed users to expedite the online purchasing process for highly profitable limited items!.

Python, Flask, RestfulAPI, Docker, SQLAlchemy, Reverse Engineering, Discord API
Discord Bots for Reward System Automation
Released Python scripts as Discord bots for automating reward system sign-ups.

Python, Selenium, RestfulAPI, Frida scripts, Genymotion emulator, HTTP Toolkit, Google Forms, Reverse Engineering, Discord API