AI_ML_DataScience
| Projects | Descriptions | Topics | |
|---|---|---|---|
| - | AI Agent | Agentic Architecture, Agent, Kaggle, ADK, Prompt, Action | |
| - | Agent Tools & MCP | Model Context Protocol, Interoperability, Best Practice, Integration | |
| - | Context Engineering | Session, Memory, Agent | |
| - | Agent Quality | Evaluation strategy, Logging, Tracing, Visibility, Metric | |
| - | Prototype to Production | A2A, Agent Deployment, Agent Engine | |
| - | Text from Image to Speech Document Handling | Textract, Polly, Lambda, S3, AIF-C01 | |
| - | AWS KMS Amazon Macie | AIF-C01, Encryption, PII, AI Security Tool, KMS, Bucket Policy, S3 | |
| - | AI Agent Flutter App Integration | AI Applications, Reasoning Engine, Data Store, Search App | |
| - | Azure AI Search | Index | |
| - | AI Video Indexer | Ai Video Indexer | |
| - | Foundational AI Agent Secure Database Access | AlloyDB, MCP Toolbox, API, ADK | |
| - | Audio Classification | Tensorflow, numpy, matplotlib, pandas, tensorflow_io | |
| - | Safety & Rescue Technology | Optimize Model Performance, ROC, AUC, scikit-learn, numpy, pandas, matplotlib | |
| - | Urban Transportation | Azure ML, Automated ML | |
| - | Customer Churn Predictions | BQML, XGBoost Classifier | |
| - | Classsic Supervised ML | Cost Function, Gradient Descent | |
| - | Confusion Matrix | Data Imbalance, Evaluation, Weights & Biases | |
| - | Flight Booker | Conversational Agent Flow, Dialog Flow | |
| - | AI Global Consulting Service | Amazon Comprehend, Textract, Translate, Transcribe, Polly, SageMaker AI, S3 | |
| - | Computer Vision | Custom Vision | |
| - | Enterprise Knowledge Assistant | Bedrock, KB, RAG, Text to Vector, OpenSearch, nova, titan embeddings | |
| - | AI Ml Data Science | Dataiku | |
| - | Retails / Products | Databricks, Apache-spark-cluster, Azure, Hive-metastore, Pyspark | |
| - | Political & Election | DataPrep, Alteryx, Trifacta, Wrangle, Recipe | |
| - | Automotive & Insurance | Vertex AutoML Vision, Damaged Car Parts | |
| - | AWS DeepRacer | SageMaker, RoboMaker, Kinesis Video Stream, S3, CloudWatch | |
| - | Ai Document Intelligent | Ai-document-intelligence | |
| - | End to End Baseline Audio Summarization | Agent Assist, DLP API, Baseline Summarization model | |
| - | Reinforcement Learning | Tensorflow, Agent, Action, Environment, State, Reward | |
| - | Natural Language API | Entity & Sentiment Analysis, NLP | |
| - | Fairness, Privacy & Safety | Bias, MinDiff, Tensorflow, Keras, Gemini-api | |
| - | Feature Store | Streaming Ingestion SDK, MLOps tools, Pandas | |
| - | Feature Engineering | BigQuery Machine Learning | |
| - | Refine & Test ML Models | Features Scaling, Normalization, Datasets | |
| - | Face Detection App | App Engine, Python, Flask, Vision, GCP, Web | |
| - | Historical Payment Transactions | Fraud Detection, EDA, Feature Store, Model Registry | |
| - | Cloud Vision API | GCP, Detect Face, Label, Landmark | |
| - | Cymbal Foods Manufacturing AI Assistant | Gemini Enterprise, Agent, Google Drive, Cloud Storage, Calendar, NotebookLM | |
| - | Generative AI | Genai-chatbot, ai-foundry, chat-playground, gpt4, genai | |
| - | Healthcare Medical Dental Veterinary | Azure AI Agent Service | |
| - | AI Image Model | Text-to-image diffusion model, Imagen | |
| - | Keras Text Classification | DNN, RNN, CNN | |
| - | K-Means Clustering | scikit-learn framework, clustering model | |
| - | Predict Shop Purchases | Logistic Regression Model, BQML | |
| - | Predict Loan Risk | AutoML, Tabular Classification Model | |
| - | LLMs & tools Integration | Model Context Protocol (MCP), Agent Development Kit (ADK) | |
| - | Meta AI App | Formerly Meta View, Llama4 | |
| - | Financial Institutions | Artificial Intelligence Content Management | |
| - | Automotive | Custom Model, TensorFlow | |
| - | Insurance Chat Assistant | RAG, MongoDB Atlas, Google Cloud, Langchain, Angular | |
| - | Snake Game | Pygame, Qwen2, Pyinstaller | |
| - | Marketing/Sale | ML Modeling, sklearn, Regression Tree, Fit, Prediction | |
| - | E2E MLOps Vertex AI Pipelines | ML workflow, Kubeflow Pipelines SDK, Cloud Scheduler | |
| - | AI Security | Model Armor, Sanitize Prompts & Response, Sensitive Data Protection (SDP), DLP | |
| - | AI Models | Vertex AI, Model Garden, JAX OWL-ViT v2, BERT | |
| - | Multi-Agent System | Google Agent Development Kit (ADK) | |
| - | Gemini Flash Image Model | Generate & Edit Images with Nano Banana, Gen AI SDK, Vertex AI Studio UI | |
| - | Github, Tech-Crunch, New-York Times | NLP, Text Classification, Reusable Embeddings | |
| - | Object Detection | Obj-detection, CV, img-analysis, ai-vision | |
| - | Wild Life Image Classification Model | PyTorch, ONNX, BigQuery | |
| - | OpenCV | Computer Vision, CaffeModel, OpenPose, GoTurn | |
| - | Manufacturing Anomaly Detection Model | Visual Inspection AI, PCB, Assembly Inspection, Defect, Industrial Automation | |
| - | Microsoft Phi 3 Mini Model | Generative AI, Chat Playground, Microsoft Foundry | |
| - | PineCone | Embeddings, Vector, Pinecone | |
| - | Prompt Design | Prompt Engineering, Ideation, QA, Classification, Extraction, Summarization | |
| - | Ai Security | Content-safety | |
| - | CSV Load, Train, Infer Model Demo | RandomForestClassifier, sklearn.ensemble, train_test_split, accuracy_score, flask | |
| - | Food & Beverage | R Programming Language, tidyverse, ggplot, tibble, kaggle | |
| - | Deepseek & LLAMA | Sagemaker, genai, llm model, python sdk | |
| - | Gen AI SDK | Model Parameters, Safety Filters, Multi-turn Chat, Content Streaming, Asynchronous Requests, Token Counting, Context Caching, Function Calling, Batch Prediction, Text Embeddings | |
| - | Customer Service / Experience | Huggingface, streamlit, distilbert, torch, transformer | |
| - | Smart AI Assistance | RAG, Bedrock, OpenSearch, Lambda, KB, Agent, Dynamodb | |
| - | Snowflake AI & ML | Cortex, Gemma, Jamba, Llama | |
| - | Speech-toText API | Google Speech Recognition | |
| - | Linear Regression Model | Statsmodels.formula.api.ols, Train, Fit, Pandas, Matplotlib, Statistics | |
| - | Tensorflow | Vertex-ai | |
| - | Computer Vision TensorFlow | Design, Compile, Train, Evaluate Model Performance, Save, Load, Callbacks, Network Layers | |
| - | Autoscaling TensorFlow Model Deployments | TF Serving, Kubernetes, ResNet101, Locust | |
| - | Tensor Processing Unit Demo | TPU, PyTorch, XLA, AI Hypercomputer, Google | |
| - | HuggingFace | Transformer, AWS Sagemaker Studio Lab | |
| - | Generative Ai Vertex Ai | Vertex-ai, Gen-ai | |
| - | :-: | :-: | :-: |
| - | Travel / Tourism | Ai, translate, speech [In Progress...] | |
| - | :-: | :-: | :-: |