https://github.com/apsinghanalytics/finragify_app

An LLM app leveraging RAG with LangChain and GPT-4 mini to analyze earnings call transcripts, assess company performance, using natural language queries (NLP), FAISS (vector database), and Hugging Face re-ranking models.

aws-ec2 cloud-application docker-container earnings-transcripts faiss-vector-database finance fine-tuning gpt-4o-mini huggingface-models langchain-python large-language-model natural-language-processing pretrained-language-model prompt-engineering question-answering-system reranking retrieval-augmented-generation stocks vector-embeddings

Last synced: 05 Apr 2025

https://github.com/apsinghanalytics/apsinghanalytics

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/kpi_managementdashboard_tableau

A Tableau Public KPI Management Dashboard

dashboard kpi tableau

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/business_eda_python

Exploratory Data Analysis of a Business Using Python and its Libraries: Numpy, Pandas, Seaborn, and Matplotlib

correlation-analysis exploratory-data-analysis matplotlib seaborn visualization

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/wikiviewscryptopricetrendanalysis

Crypto Sentiment Analysis via Wikipedia Page View Trends and Bitcoin Price and Volume Trends

correlation-analysis crypto data-visualization exploratory-data-analysis seaborn time-series

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/kerascnnfashionclassifier

Fashion Classifier using CNN in Keras for the fashion_mnist dataset.

cnn-keras computer-vision data-science deep-learning fashion-mnist imageclassifier tensorflow

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/streamlit_venturegen

A LangChain and OpenAI GPT 3.5 powered app to brainstorm Startup name and pitch

aws-ec2 langchain large-language-models openai streamlit

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/hranalytics_myersbriggspersonalityinsights

A Excel analytics study exploring the correlation between personality traits and key HR-relevant parameters, including tenure and performance

data-analysis data-visualization excel pivot-tables

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/crowdfundprophetapp

Crowdfunding Predictor App with Machine Learning

aws-ec2 binary-classification crowdfunding machine-learning python streamlit

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/us_recessionindicatorsandgoogletrends

Power BI Dashboard Tracking Recession Indicators: Macro-Economic Data and Google Trends using Web-Scraping and PyTrends API

dashboard economic-data google-trends-api powerbi recession

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/crowdofferingsstudy

A study of crowd offerings obtained by scraping SEC Form-C filings data

aws-ec2 binary-classification crowdfunding datacleaning machine-learning predictive-modeling tableau webscraping

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/pytorchfordeeplearningbootcamp

Repository for the course and exercise notebooks of the Udemy course: PyTorch for Deep Learning with Python Bootcamp

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/bearmarketfollowthroughs

Python Script for Calculating and Visualization Follow Through Rallies during Bear Markets

bear-market data-visualization powerbi recession stock-market time-series

Last synced: 26 Feb 2025

https://github.com/apsinghanalytics/sectorrotationusmarkets2022

Demonstrating Sector Rotation Dynamics through Timely Identification of Stock Bottoms of Various Sectors

finance market-timing sector-rotation stock-market

Last synced: 26 Feb 2025