Projects in Awesome Lists by shaheennabi
A curated list of projects in awesome lists by shaheennabi .
https://github.com/shaheennabi/production-ready-tripplanner-multi-ai-agents-project
βοΈπ Production-Ready TripPlanner Multi-AI Agent Project: Transform your travel planning with AI-driven assistance! From discovering dream destinations, creating custom itineraries, exploring avenues of nature, to finding local attractions and beach spots ππ‘βall powered by industry-ready AI tools. π¨π
agentic-workflow automated-flight-search generative-ai gpt industry-ready langgraph modular-coding multi-ai-agents multiagentssystems openai production-ready serperapi streamlit taskflowai trip-planner weather-api
Last synced: 14 Apr 2025
https://github.com/shaheennabi/production-ready-instruction-finetuning-of-meta-llama-3.2-3b-instruct-project
ππΏπ Instruction Fine-Tuning of Meta Llama 3.2-3B Instruct on Kannada Conversations ππΏπ Tailoring the model to follow specific instructions in Kannada, enhancing its ability to generate relevant, context-aware responses based on conversational inputs. πβ¨ Using the Kannada Instruct dataset for fine-tuning! Happy Finetuningππ
4bit-quantize 4bitprecision anthropic-hh-golden bitsandbytes deployed finetuning gguf gpu huggingface inference meta modular-code open-source peft production-ready qlora quantization training unified-language-model-aligning unsloth
Last synced: 31 Jan 2025
https://github.com/shaheennabi/generative-ai-practices-and-mini-projects
ππ Generative AI Projects ππ A hands-on repository for Generative AI projects! π€β¨ Explore model building, fine-tuning, and RAG techniques. Includes experiments with open-source models like LLaMA and Gemma, plus deployments using OpenAI and Google Gemini APIs. π
aws finetuning gcp gemini genai groq langchain llama-index llama2 llms nim nvidia ollama rag
Last synced: 20 Jan 2025
https://github.com/shaheennabi/production-ready-tripplanner-multi-ai-agent-project
βοΈπ Production-Ready TripPlanner Multi-AI Agent Project: Transform your travel planning with AI-driven assistance! From discovering dream destinations, creating custom itineraries, exploring avenues of nature, to finding local attractions and beach spots ππ‘βall powered by industry-ready AI tools. π¨π
agentic-workflow automated-flight-search generative-ai gpt industry-ready langgraph modular-coding multi-ai-agents multiagentssystems openai production-ready serperapi streamlit taskflowai trip-planner weather-api
Last synced: 12 Feb 2025
https://github.com/shaheennabi/production-ready-leaflogic-multi-ai-agents-project
ππ± Business or Production ready automated one-click. An AI-driven system designed to identify 100+ plants and crops while providing enriched details sourced from the web by using Multi-AI Agents. Ideal for industry use, this scalable project showcases power of object detection & Multi-AI Agents tech for real-world applications. ππ ποΏ½
amazon-web-services api cloud computer-vision deployed information-retrieval internship-project leaflogic modular-code plant-recognition production-ready pytorch scalable tensorflow web-scraping
Last synced: 14 Apr 2025
https://github.com/shaheennabi/production-ready-leaflogic-internship-project
ππ± Business or Production ready automated one-clickπΏβ¨ An AI-driven system designed to identify 100+ plants and crops while providing enriched details sourced from the web by using Multi-AI Agentsππ» Ideal for industry use, this scalable project showcases power of object detection & Multi-AI Agents tech for real-world applications. ππ ποΏ½
amazon-web-services api cloud computer-vision deployed information-retrieval internship-project leaflogic modular-code opencv plant-recognition production-ready pytorch scalable tensorflow web-scraping
Last synced: 23 Jan 2025
https://github.com/shaheennabi/untold-langgraph
π Untold-LangGraph: Exploring LangChain Agents β¨ This repository focuses on experimenting with and implementing LangChain and LangGraph agents. π Stay up-to-date with the latest LangChain documentation. πβ¨ and push the boundaries of agent-based AI applications. π‘π¬ I
ai-agents documentation langchain langchain-agents langchain-tools langgraph
Last synced: 16 Mar 2025
https://github.com/shaheennabi/Production-ready-Object_detection-Project
An object detection system powered by the YOLOv5s pretrained model π, trained on 2,086 images (1,461 training, 417 validation, 208 testing). Data annotation was done using Roboflow ποΈ, and training took place on Google Colab for 250 epochs.π₯π₯ The model achieved high accuracy on both validation and test datasets! π―π₯π₯
docker docker-compose github-actions google-colab jenkins object-detection yolov5
Last synced: 25 Jan 2025
https://github.com/shaheennabi/production-ready-object_detection-project
An object detection system powered by the YOLOv5s pretrained model π, trained on 2,086 images (1,461 training, 417 validation, 208 testing). Data annotation was done using Roboflow ποΈ, and training took place on Google Colab for 250 epochs.π₯π₯ The model achieved high accuracy on both validation and test datasets! π―π₯π₯
docker docker-compose github-actions google-colab jenkins object-detection yolov5
Last synced: 11 Apr 2025
https://github.com/shaheennabi/multi-lingual-ai-assistant-with-gtts-and-gemini-pro
π Multi-lingual AI Assistant with gTTS & Gemini Pro π An end-to-end AI assistant using gTTS for multi-lingual text-to-speech and Gemini Pro API for smart responses. ππ¬ Experience seamless voice interaction in various languages with continuous updates and improvements! πβ¨
ai assistant end-to-end-project google-generative-ai gtts multilingual speech-recognition streamlit
Last synced: 13 Apr 2025
https://github.com/shaheennabi/my-main-projects
π πΈ Production-Ready Projects Built for Industry ππ This is the place to explore my main projects designed for real-world applications. β¨ Perfect for hiring managers, these projects showcase modular code, cloud deployments, and industry standards, ready to scale and productionize! ππΌ
cloud-deployments hiring-managers industry-standards internship jobs modular-code my-main-projects my-work production-ready ready-to-scale real-world-applications recruiters
Last synced: 26 Mar 2025
https://github.com/shaheennabi/us-visa-machine-learning-end-to-end-project
π End-to-End ML Pipeline: US_VISA π An end-to-end machine learning pipeline built for the US_VISA project π, including data ingestion, validation, training, and prediction. π§ πΌ Using MongoDB for storage, EvidentlyAI for drift detection, and AWS for deployment, all automated with GitHub Actions π. Dockerized and ready to scale! π₯
aws-ec2 aws-ecr aws-s3 cicd docker evidently-ai github-actions
Last synced: 12 Apr 2025
https://github.com/shaheennabi/end-to-end-nlp-project-with-lstm
π NLP Hate Speech Detection with LSTM π An LSTM-based model for hate speech detection π¬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! π₯
circcleci docker hate-speech-detection keras tensorflow
Last synced: 14 Mar 2025
https://github.com/shaheennabi/production-ready-end-to-end-hate-speech-classification-project
π NLP Hate Speech Detection with LSTM π An LSTM-based model for hate speech detection π¬, tackling dataset imbalance through data combination, applying tokenization, stopword removal, and using Keras embedding layers for effective text classification. Continuously improving with each experiment! π₯
circcleci docker hate-speech-detection keras tensorflow
Last synced: 07 May 2025
https://github.com/shaheennabi/shaheennabi.github.io
π Welcome to My Portfolio π This is where I showcase my data science projects, share insightful blogs, and document my learning journey. From end-to-end projects to system design, I highlight my work on clean, reusable code and practical solutions. Stay tuned for updates on my latest explorations in data science, machine learning.
blogs documentation portfolio projects-list website
Last synced: 26 Mar 2025
https://github.com/shaheennabi/natural-language-processing-practices-and-mini-projects
π NLP Experiments π A hands-on collection of NLP experiments π¬, featuring models like RNN, LSTM, and Attention Mechanism. π Explore applications like text classification, sentiment analysis, and language generation π. Continuously updated with new algorithms and research implementations! π₯
attention-mechanism language-translation lemmatization long-short-term-memory named-entity-recognition natural-language-processing recurrent-neural-networks sentiment-analysis stemming text-classification text-summarization tokenization
Last synced: 26 Mar 2025
https://github.com/shaheennabi/mlops-practices-and-mini-projects
πβ¨ MLOps Mini-Projects & Use Cases β¨π Explore hands-on MLOps projects! π From ML and DL to Generative AI, see how I deploy and manage models using cutting-edge tools. π§π» Regular updates as I experiment with new MLOps solutions! ππ₯
apache-airflow aws azure circleci devops dvc evidentlyai gcp github-actions mlflow mlops
Last synced: 12 Apr 2025
https://github.com/shaheennabi/deep-learning-practices-and-mini-projects
Welcome to Deep Learning & Math with Python! ππ₯ Here, we blend code and theory to build deep learning algorithms from scratch and explore the math behind them. π§ β‘ Whether you're just starting or a seasoned pro, this space is all about learning, experimenting, and creating AI magic together! π₯π Let's code, learn, and innovate!
activation-functions backpropagation calculus deep-learning deep-neural-networks linear-algebra maths-behind-neural-network opencv pytorch tensorflow
Last synced: 03 Mar 2025
https://github.com/shaheennabi/computer-vision-practices-and-mini-projects
π Computer Vision Experiments π A hands-on collection of computer vision experiments πΈ, featuring models like YOLO, Mask R-CNN, and GANs. π Explore applications like object detection, image segmentation, and pose estimation π. Continuously updated with cutting-edge models and techniques! π₯
computer-vision convolutional-neural-networks generative-adversarial-network mask-rcnn object-detection object-segmentation pose-estimation ssd variational-autoencoder
Last synced: 26 Mar 2025
https://github.com/shaheennabi/reinforcement-or-deep-reinforcement-learning-practices-and-mini-projects
Reinforcement Learning (RL) π€! This repository is your hands-on guide to implementing RL algorithms, from Markov Decision Processes (MDPs) to advanced methods like PPO and DDPG. π Build smart agents, learn the math behind policies, and experiment with real-world applications! π₯π‘
actor-critic-algorithm agent markov-decision-processes model-based-rl model-free-rl monte-carlo policy-gradient policy-optimization proximal-policy-optimization reinforcement-learning research temporal-differencing-learning
Last synced: 26 Mar 2025
https://github.com/shaheennabi/time-series-related-practices-and-mini-projects
ChatGPT π Time Series Forecasting Experiments π A collection of hands-on experiments with time series data π, featuring models like ARIMA, LSTM, and Prophet. π From data preprocessing to forecasting, explore real-world applications like stock predictions and weather forecasting π. Continuously updated with new techniques and models for better
arima-forecasting autoarima sarimax sequence-to-sequence time-series-forecasting
Last synced: 26 Mar 2025
https://github.com/shaheennabi/machine-learning-practices-and-mini-projects
π Machine Learning Practices & Mini-Projects π This repository showcases my hands-on work with Exploratory Data Analysis (EDA), Feature Engineering, Model Training, and Testing. It includes mini-projects focused on regression, classification, and clustering, along with experiments in MLOps. π» Expect frequent updates
classification clustering exploratory-data-analysis feature-engineering machine-learning mlops model-evaluation model-training regression
Last synced: 26 Mar 2025
https://github.com/shaheennabi/my_datasets
ππ Curated Datasets for Projects ππ A collection of custom and essential datasets π₯, perfect for powering machine learning and data science projects π. Organized for easy access and reuse, these datasets are updated regularly to fuel your next big experiment πβ¨. Ready to dive in? π
computer-vision datasets deep-learning fine-tuning genai machine-learning nlp open-source
Last synced: 26 Mar 2025
https://github.com/shaheennabi/end-to-end-qa-genai-project
ππ QAChatbot: Smart Document Q&A ππ Transform your documents into an interactive Q&A experience! ππ€ Upload PDFs or files, and let the botβpowered by Gemini Pro API and built with Streamlitβdeliver accurate answers in a snap! πβ¨
embeddings gemini llama-index llms modular-coding rag streamlit
Last synced: 12 Apr 2025
https://github.com/shaheennabi/unified-database-connector-package
π MongoDB Automator π A powerful tool for automating MongoDB operations, making it easier than ever to connect and perform CRUD functionality. π Future updates will expand support to MySQL, Cassandra, and beyond, bringing even more database versatility to your fingertips! ππ»
crud database database-operations machinelearning modular-coding mongodb pypi-package
Last synced: 04 Dec 2024
https://github.com/shaheennabi/shaheennabi
πΏπ Data Scientist with internship experience, skilled in building and deploying AI systems on the cloud. π±π‘ Proficient in ML, Deep Learning, CV, NLP, Generative AI, and RL, with expertise in MLOps for end-to-end automation of the AI lifecycle. ππ’β¨
ai-engineer aws data-scientist devops engineer generative-ai-engineer machine-learning-engineer mlops personal-readme reinforcement-learning
Last synced: 26 Mar 2025
https://github.com/shaheennabi/maths-for-data-science-explained
π Maths for Data Science Explained β¨π’ A dedicated space where I explore and explain the mathematics behind data science, machine learning, deep learning, and algorithms. ππ‘ Each topic comes with a detailed explanation, covering key concepts, step-by-step derivations, and practical insights. π§ β‘ This repo serves as my personal learning journey.
linear-algebra maths-behind-reinforcement-learning maths-for-computer-vision maths-for-deep-learning maths-for-machine-learning maths-for-nlp neural-networks probability statistics
Last synced: 03 Apr 2025
https://github.com/shaheennabi/my_practices_on_data_structures_-_algorithms
π―π Practicing Data Structures & Algorithms β¨π’ A dedicated space where I solve DSA problems and document my thought process, approaches, and optimizations. ππ‘ Each solution comes with a detailed explanation, covering different strategies and improvements. π§ β‘ This repo serves as my personal learning journey.
data-structures-and-algorithms dsa dsa-journey leetcode python step-by-step-guide
Last synced: 26 Feb 2025
https://github.com/shaheennabi/machine-learning-the-untold-system-design
π π Focused on overlooked system design principles crucial for large-scale AI applications. πΈπβ¨ This repository explores architecture, infrastructure, and integration, helping developers build scalable, efficient AI systems for real-world demands. it highlights key innovations and their impact on AI system design. πππ π
ai-design architecture design-principle infrastructure large-scale-machine-learning scalable-applications system-design
Last synced: 19 Feb 2025
https://github.com/shaheennabi/design_principles_-_patterns_my_learnings
π―π Learnings: Design Patterns & Principles β¨π‘ This repo explores creational, structural, and behavioral patterns, along with Design principles. ππ§ By implementing these in Python, I aim to elevate my coding skills and understand how real-world systems are built with strong, scalable codebases. π»π₯
clean-code design-patterns design-principles large-codebase maintainable-code object-oriented-programming python scalable-code software-design software-engineering solid-principles
Last synced: 26 Feb 2025
https://github.com/shaheennabi/production-ready-mediacreationhub-multi-agent-rag-project
ππ¬ Media Creation Hub with Multi-Agent RAG π An AI-powered content curation system that leverages RAG for personalized media recommendations across news, video, and social platforms. ππ₯ Perfect for platforms looking to enhance user engagement with dynamic, real-time content! ππ‘
agentic-workflow ai-and-news ai-content-recommendation content-curation embeddings generative-ai langgraph langgraph-studio langserve langsmith media-discovery multiagentssystems news-curator openai retrieval-augmented-generation streaming-content vectorstore
Last synced: 04 Dec 2024
https://github.com/shaheennabi/ai-the-latest-research-my-thoughts
π π AI: The Latest Research, My Thoughts πβ¨ Focused on the latest breakthroughs in artificial intelligence and AGI from leading research labs, institutions, and companies worldwide. This repository delves into cutting-edge research, exploring major advancements and trends shaping the future of AI. π π,
artificial-general-intelligence companies cutting-edge-research institutions latest-breakthroughs leading-research research-labs
Last synced: 19 Feb 2025
https://github.com/shaheennabi/html-for-exams
This is some of html demo codes for govt or private jobs
Last synced: 26 Mar 2025