Sayid MRA

My Portfolio

Here’s a deeper look at some of the projects I’ve worked on. Ranging from AI systems to user-centered solutions.

Syncora Project Management Platform

Syncora – Project Management Platform for Bhumidata Integra

Syncora is an internal project management platform built for Bhumidata Integra, designed to streamline task coordination and project tracking across teams. The platform provides an intuitive interface with Kanban boards, tabular views, and timeline (Gantt) charts for managing both on-site and remote operations.

It integrates seamlessly with Google Calendar, email, and Google Maps to support scheduling, location mapping, and automated reminders. Syncora is tailored for scalability and efficient field team collaboration.

  • Stack: Laravel, React.js (via Inertia), Tailwind CSS, FullCalendar
  • Google APIs integration for Calendar & Maps
  • Email automation for task reminders and updates
View Live
Email-based Venue Recommendation and AI Agent Calling System

Email-Based Venue Recommendation System & AI Calling Agent

Venuexplorer.com.sg is a Singapore-based platform for booking event venues across Asia. I developed two intelligent automation systems to improve lead conversion and operational efficiency:

1. Email-Based Venue Recommendation
Users send an inquiry email to inquiry@venuexplorer.com - e.g.,
“Hi, I’m looking for a venue in Bangkok for a corporate meeting from November 20th for 3 days.”
The system parses the message using semantic search and LLM reasoning to recommend suitable venues based on location, availability, capacity, and type.

2. Automated AI Calling Agent
An AI voice agent follows up with venue owners to confirm availability and collect real-time updates via phone calls. This system uses transcription and text-to-speech models for two-way conversation handling.

  • Tech Stack: FastAPI, SentenceTransformers, LangChain, PyTorch, SQL, Vector DB, OpenAI LLMs
  • Voice AI: Whisper (transcription), DeepGram, Bolna (TTS/Calling agent), Twillio
  • LLM-powered parsing, semantic ranking, and conversation generation
  • Pub/Sub architecture for real-time email and call event processing
Send Inquiry via Email
Smart Amazon Product Comparison AI

Comparenion – Smart Amazon Product Comparison

Comparenion is an AI-powered web app currently in preview mode, designed to help users compare up to 5 Amazon products side-by-side based on pricing, specifications, and sentiment insights all with just a few product URLs. No login or signup required.

Utilizing natural language processing, Comparenion analyzes product descriptions, highlights, and verified reviews to extract key differentiators. It then ranks the items and suggests the most relevant pick to reduce decision fatigue and streamline online shopping.

You can compare anything you want, the smart AI will provide recommendations and in-depth comparison analysis to guide your decision.

  • Tech Stack: React.js, Next.js, Python, OpenAI LLMs
  • Real-time scraping and semantic comparison engine
  • Currently in limited preview; features are being actively tested and improved
Preview Project