Freelancers using MongoDB in FaisalabadFreelancers using MongoDB in Faisalabad
Full Stack Developer, Frontend & Backend Engineer
5.0
Rating
3
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Full Stack Developer, Frontend & Backend Engineer
Lead Dev | Turning Complex AI Ideas into High-End Products
29
Followers
Lead Dev | Turning Complex AI Ideas into High-End Products
AI/ML Engineer integrating DevOps & Cloud.
New to Contra
AI/ML Engineer integrating DevOps & Cloud.
Cover image for Blizzup Agentic Bike Dealership
Project Overview
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Blizzup Agentic Bike Dealership Project Overview A sophisticated, full-stack AI-driven dealership platform that leverages Agentic AI to provide deep technical comparisons, transparent mathematical scoring, and automated inventory management. Built to fulfill a "Fullstack + AI Developer" assessment, the system uses a ReAct (Reason + Act) loop, allowing the AI to autonomously fetch real-world data and execute complex backend functions. (Note: The live AI agent functionality is currently disabled.) Core Technologies & Frameworks React, Tailwind CSS Node.js, Express Google Gemini AI (@google/generative-ai) MongoDB Atlas / Mongoose Pollinations.ai (http://Pollinations.ai) (Image Generation) Key Features & Engineering Highlights Agentic AI & Function Calling: Engineered a state-machine ReAct loop where the AI autonomously decides when to trigger real-time backend functions to retrieve inventory data, moving beyond traditional static prompting. Explainable Scoring Engine: Developed a dynamic scoring system that evaluates bikes across five strict metrics (Price, Fuel Average, Engine Power, Value, Features), featuring "Thinking Accordions" that expose the AI's internal mathematical reasoning to the user. Automated Bulk Ingestion: Built an intelligent pipeline allowing admins to ingest multiple vehicles by name; the AI automatically fetches exact technical specifications and generates high-fidelity photographic prompts. Dynamic Image Generation & Self-Healing: Integrated Pollinations.ai (http://Pollinations.ai) to dynamically generate accurate vehicle images based on AI-classified categories (e.g., Mountain Bike vs. Superbike), alongside an automated admin utility to repair and refresh low-quality database thumbnails.
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Experienced Web & Mobile App Developer
Experienced Web & Mobile App Developer
Full-stack Developer: Python Django & React Specialist
Full-stack Developer: Python Django & React Specialist
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