AI Customer Support Agent

An intelligent support agent that connects to your business data — both unstructured files and structured tables — to resolve customer inquiries autonomously via WhatsApp. Powered by RAG for accurate information retrieval, with custom tools that allow the agent to take actions on behalf of the user. Built-in human-in-the-loop escalation ensures a human steps in only when needed. Fully hosted on Azure, ready to scale as needed.

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Azure RAG Architecture

Deep Learning for Retail Demand Forecasting

A scalable deep learning framework designed to accurately forecast demand across thousands of product-store combinations—training one model per product to capture general sales patterns while boosting prediction speed, precision, and business impact in large-scale retail operations.

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Demand Forecasting

AdTech: A Recommendation System hosted in AWS

This recommendation system processes user interaction data to provide personalized product recommendations for advertisers. Fully hosted on AWS, ready to scale as needed.

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AdTech Recommendation System

FirstActionBooster: AI guiding users to their needs.

This system is designed to optimize digital marketing strategies when users access the homepage. It uses user behavior analysis and attributes to recommend personalized actions. The goal is to accelerate their purchase process by presenting options that have been successful for similar users.

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FirstActionBooster

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