Santo K Thomas's Projects
Automated Directory Project: Freelance project undertaken for St. Mary's Community, Hennur - which automated most of the steps like data collection, database storage, data retrieval and analytics, rearranging data for various sections of the book, data correction, Image resizing, full PDF generation etc. Technologies and Tools used are Google Forms, Google Sheet API, Python (Pandas, Numpy, Flask, Matplotlib, Reportlab, Pillow, OpenCV, Sqlite etc.
Text book for AI with Deep Learning Curriculam
Air passengers RAMP starting kit
Open source code for AlphaFold.
Anomaly Detection Methods
Understanding of Audio Signals, Music Notes, etc.
AudioKit Synth One: Open-Source iOS Synthesizer App
Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
Automate Android Emulator Creation
Machine Learning Classification Problem
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
Machine Learning Project on Classification Problem
Course Files for Complete Python 3 Bootcamp Course on Udemy
Uses Pedantic for data that is in Pandas DataFrames
Simple Database CRED API using FastAPI, Pydantic, SQLModel, SQLAlchemy
Resume Creation Automation using reportlab containerized for development purposes
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Template Repository for Data Science Projects
findata is a package to analyse, build financial markets based data