👋 Hi, I'm Amit Tannenbaum

AI & Data Engineer | Automation Architect | Product-minded Builder

Welcome to my portfolio! I build end-to-end AI, data, and automation systems that turn complex workflows into simple, scalable products. My work combines LLM engineering, data architecture, automation, and real business problem-solving.

🧠 What I Do

• Build AI agents and conversational systems (WhatsApp, web, internal tools) using LLMs and custom workflows
• Create data pipelines and cloud architectures across SQL Server, GCP BigQuery, Vertex AI, and modern ETL tools
• Develop computer-vision & embedding pipelines (video → embeddings → search in BigQuery)
• Automate full business processes using n8n, Make, Zapier, APIs, and custom integrations
• Design analytics frameworks: cohort analysis, RFM, semantic layers, dashboards, and data modeling
• Mentor and guide analysts, helping them grow through real hands-on projects

🔧 Tech & Tools

AI & ML: LLMs, Gemini, OpenAI, embeddings, evaluation methods (BLEU/ROUGE)

Cloud & Data: BigQuery, SQL Server, Power BI, dbt, ETL, semantic layers, Pandas, NumPy

Data Visualization: Tableau, Matplotlib, Seaborn, Plotly

Automation: n8n, Make.com, Zapier, WhatsApp Flows, REST APIs

Languages: Python, SQL, JavaScript

Other: Cloudinary, GCS, video processing, Supabase, Airflow, Jupyter Notebook

🚀 Things I Build

• AI travel planners and recommendation systems
• AI WhatsApp assistants for sales, support, real estate, and finance
• Video-understanding engines with embeddings and semantic search
• Full automation suites for SMBs and enterprises
• Advanced analytics dashboards and decision-support systems
• Real-estate data tools for investors

Projects

1. Vehicle Health Management System

A comprehensive analysis of vehicle health data with interactive Tableau dashboard.

Technologies: Python, Jupyter Notebook, Tableau, Pandas, Data Visualization

Highlights:

• Data cleaning and preprocessing
• Statistical analysis of vehicle health metrics
• Interactive Tableau dashboard for stakeholder presentation
• Product requirements documentation

📊 View Tableau Dashboard

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Repository Structure

Portfolio/
├── projects/                          # Individual project folders
│   └── vehicle-health-management-system/
│       ├── README.md                  # Project documentation
│       ├── *.ipynb                    # Jupyter notebooks
│       └── *.docx                     # Additional documents
├── assets/                            # Images and resources
│   └── images/                        # Screenshots and visualizations
└── README.md                          # Main portfolio overview

🌍 What Drives Me

I love taking messy, complex workflows and turning them into smart, automated systems that save time and deliver real insights. Always experimenting, always building.

Contact

Feel free to reach out if you'd like to discuss AI engineering, data architecture, automation, collaboration opportunities, or have any questions about my projects.

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This portfolio is continuously updated with new projects and analyses.