santokalayil

Address_Directory_Generaation_-_ReportLab_Automation

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.

AudioKitSynthOne

AudioKit Synth One: Open-Source iOS Synthesizer App

BANK_PERSONAL_LOAN_MODELLING_DATA_SCIENCE_PROJECT

Machine Learning Classification Problem

CERVICAL_CANCER_PREDICTION_CAPSTONE_PROJECT

Machine Learning Project on Classification Problem

Color_Picker_Rust_Druid_Native_Application

Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

generative_ai

Generative AI General Library

IBM_HR_Analytics_Employee_Attrition_and_Performance

Data Analysis for detection of factors that determine and influence employee performance and attrition so that the HR department can introduce new cost effective strategies to improve productivity and performance.

LaMDA-pytorch

Open-source pre-training implementation of Google's LaMDA in PyTorch.

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

santokalayil/generative_ai

Generative AI General Library

santokalayil/advanced_python

santokalayil/ai_agents

Experimental Repo on Generative AI

santokalayil/dataframe_validators

Uses Pedantic for data that is in Pandas DataFrames

santokalayil/db_api

Simple Database CRED API using FastAPI, Pydantic, SQLModel, SQLAlchemy

santokalayil/findata

findata is a package to analyse, build financial markets based data

santokalayil/fletter

High Level flutter UI building library

santokalayil/framework

Framework is python package that gives all the utilities to run scripts dynamically within a framework

santokalayil/gen_ai_notes

santokalayil/GenerativeAINotes

santokalayil/ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

santokalayil/instructor-groq-openai-llm-examples

santokalayil/interviews

Interview Preparations

santokalayil/jupyter_api

santokalayil/learn_polars

santokalayil/llama_index

LlamaIndex is a data framework for your LLM applications

santokalayil/logger

santokalayil/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

santokalayil/ps

santokalayil/PythonFunInfo

Code from the mCoding sample videos

santokalayil/realistic_machine_learning

Realistic machine learning methods from data collection to deployment

santokalayil/rust_dioxus_app

santokalayil/santokalayil

santokalayil/sanx

santokalayil/sch_task_ui

santokalayil/slogger

A customized logger for my end to end project workflows

santokalayil/systematically-improving-rag

santokalayil/text_detection

Text detection from image or pdf with advanced capabilities

santokalayil/webspace_controller

Simple web app controller to start and stop new webapps and schedulers

santokalayil/xlutil

Useful Excel Utilities in a python package