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followers: 44.0 following: 56.0 repos: 65.0 gists: 0.0

Name: Arsalan Ali

Type: User

Company: University of Agriculture Faisalabad

Bio: Data Scientist using predictive modeling and data visualization to turn data into meaningful insights.

Twitter: arslanchaos

Location: Faisalabad

Blog: https://arslankas.github.io/KAS_portfolio/

Hi 👋, I'm Arsalan Ali

Data Scientist | AI Engineer | LLM Engineer

👀 Love everything related to Python, Data Science and Machine Learning
🌱 Currently learning Advanced LLM Topics
📫 Reach me at [email protected]
💻 Technical Skills: Python, SQL, Data Visualization (Matplotlib, Seaborn, Plotly), Machine Learning (Scikit-learn, Tensorflow)
📊 Data Analysis & Insights: Conducted comprehensive data analysis to uncover hidden patterns, trends and relationships.
📈 Predictive Modeling: Developed predictive models using various Machine Learning algorithms to solve real-world problems.
🎨 Data Visualization: Created compelling data visualizations to communicate insights effectively to stakeholders.
🤓 Continuous Learning: I am always on the lookout for new and interesting data science problems to solve.
💡 Let's Connect: Let's connect and discuss how I can bring value to your data initiatives.

Social Network

Tools

Projects

📈 Analysis and Forecasting

Project	Link
CO2 vs GDP Analysis	https://github.com/ArslanKAS/CO2_vs_GDP-Analysis
Oil and Gas Analysis	https://github.com/ArslanKAS/Oil---Gas
Sastaticket Flight Prediction	https://github.com/ArslanKAS/Sastaticket-Flight-Competition
Credit Card Fraud Detection	https://github.com/ArslanKAS/Credit-Card-Fraud-Detection

💬 Natural Language Processing

Project	Link
Sentiment Analysis	https://github.com/ArslanKAS/Sentiment-Analysis
Fake News Detection	https://github.com/ArslanKAS/Fake-News-Detection
GPT-2023	https://github.com/ArslanKAS/AI_Apps/blob/main/GPT_knowledge_access_2023.ipynb

👀 Computer Vision

Project	Link
Eye Blink Detection	https://github.com/ArslanKAS/Projects/tree/master/Eye%20Blink%20Detection

🔈 Audio

Project	Link
Voice Cloning	https://github.com/ArslanKAS/AI_Apps/blob/main/Voice_Cloning_Tortoise-tts.ipynb

🎮 Games

Project	Link
Snake	https://github.com/ArslanKAS/Projects/tree/master/snake_game
Turtle Race	https://github.com/ArslanKAS/Projects/tree/master/TurtleRace
Ping Pong	https://github.com/ArslanKAS/Projects/tree/master/Ping_Pong
Painting	https://github.com/ArslanKAS/Projects/tree/master/Painting
Quiz	https://github.com/ArslanKAS/Projects/tree/master/QuizGame

❄️ Miscellaneous

Project	Link
Image Band Splitter	https://github.com/ArslanKAS/Projects/tree/master/Band%20Splitter
Automate WhatsApp	https://github.com/ArslanKAS/Automate-WhatsApp-Messages
ChatGPT Python	https://github.com/ArslanKAS/ChatGPT-Python
Regular Expressions	https://github.com/ArslanKAS/Regular-Expressions
Hugging Face	https://github.com/ArslanKAS/HuggingFace
Streamlit Apps	https://github.com/ArslanKAS/Streamlit-Apps

Arsalan Ali's Projects

100-days-of-python

100 Days of Code - The Complete Python Pro Bootcamp

ai_apps

This repository basically contains the latest AI apps that I personally loved. They either use LLMs or PyTorch Models etc

androidbluetoothchatsample

An Android sample application which users can chat each other via Bluetooth technology. No Wi-Fi required!

automate-whatsapp-messages

WhatsApp Automation using PyWhatKit. It covers the basic concepts.

building-machine-learning-demos-with-gradio

In this course you'll learn to use Gradio to create user-friendly apps with minimal code: Summarize text using a large language model, generate image captions, and chat with an open source LLM. Gain practical knowledge to build interactive demos faster.

chatgpt-python

OpenAI Model integration with Python through OpenAI API

co2_vs_gdp-analysis

Carbon Dioxide and GDP Analysis of Top Countries

code_snippets

codewars

credit-card-fraud-detection

data-analysis-with-pandas-and-python

The coursewok from Udemy

data-science-gen-ai-playlist-2024

datacamp

DataCamp data-science courses

docker

fake-news-detection

Fake News Detection Model

fast-track-to-data-science-30-days

fastapi

Create APIs in Python using FastAPI

flask-crash-course

Flask Introduction. Just simple stuff nothing more

functions-tools-and-agents-with-langchain

Explore new advancements like ChatGPT’s function calling capability, and build a conversational agent using a new syntax called LangChain Expression Language (LCEL) for tasks like tagging, extraction, tool selection, and routing.

gcp

getting-started-with-mistral

Learn about selecting the right Mistral model for your use case, and get hands-on with features like effective prompting techniques, function calling, JSON mode, and Retrieval Augmented Generation (RAG).

git---github

Git Cheatsheet for Beginners

huggingface

HugginFace for Beginners

json_repair

A python module to repair invalid JSON, commonly used to parse the output of LLMs

kas_portfolio

Data Science Portfolio Webpage

langchain-chat-with-your-data

Using LangChain learn data loading, splitting, embeddings, and advanced retrieval techniques using over 80 unique loaders. Build question-answering solutions and chatbots with LangChain and LLMs for interactive data interaction.

langchain-for-llm-app-development

The framework to take LLMs out of the box. Learn to use LangChain to call LLMs into new environments, and use memories, chains, and agents to take on new and complex tasks.

large-language-models-with-semantic-search

Explore from keyword search to dense retrieval and reranking, which injects the intelligence of LLMs into your search system, making it faster and more effective.