Projects

D'AI: Islamic Agentic AI Framework
Award
Agentic AI framework operationalizing tawhidic epistemology for Islamic knowledge retrieval with multi-layer knowledge bases (SQL + Vector + Knowledge Graph).

Built a 6,236-verse Qur'anic benchmark evaluating 15 LLMs. Agentic approach improved accuracy from 31–69% to 80–99.6% EM while reducing cost 167x.

Best Presenter — ICODS 2025

LLMsRAGKnowledge GraphSQLVector DB
Xircuits
Open-source visual programming platform for building AI workflows, built on React TypeScript + JupyterLab. Supports TensorFlow, PyTorch, and Spark.

Lead developer since 2021. Active open-source project with community contributors.

ReactTypeScriptJupyterLabPyTorchTensorFlow
Kendo Nexus
Multi-tenant SaaS community management platform for Kendo — the first national-scale production deployment of its kind.

Full-stack with Next.js, React, TypeScript, PostgreSQL/Firebase Data Connect (GraphQL), and multi-layered RBAC.

Next.jsTypeScriptPostgreSQLGraphQLFirebase
pyvoicebox
Python library for voice transformation and augmentation, useful for data augmentation in speech ML pipelines.

Open-source tool for researchers and developers working with speech and audio data processing.

PythonAudio ProcessingSpeech ML
Edge-AI Depression Screening
Offline, bilingual depression screening device using speech biomarkers on edge hardware, targeting underserved Malaysian community clinics.

Modernized legacy training pipeline, ported models across frameworks, built full-stack recording system (Next.js + FastAPI) for structured field data collection.

TFLiteONNXNext.jsFastAPIRaspberry Pi
AI-Driven Financial Forecasting
End-to-end ETL and ML pipelines for financial forecasting in AWS, with GenAI integration via Bedrock.

Achieved 70x processing acceleration and 200x data scaling over legacy systems.

AWS GlueS3BedrockPythonSpark
Crowd Monitoring System
Full-stack crowd monitoring solution for a national railway agency with AI object recognition.

Svelte frontend, Gunicorn/Postgres backend, AI recognition module with security compliance.

SvelteGunicornPostgreSQLComputer Vision
Project MyEMOS
Award
Multi-year speech emotion recognition research project spanning undergrad FYP to M.Sc., awarded FRGS and PRGS national research grants.

Created the Sorrow Analysis Dataset (SAD, IEEE DataPort). Won Gold (PECIPTA 2019), Silver (MTE 2020). 8+ publications.

Gold Medal — PECIPTA 2019

PyTorchTensorFlowLibrosaMFCC
AIDENTALE
Medical AI project for dental disease diagnosis using TensorFlow MaskRCNN with cross-platform visualization.

Built Kivy cross-platform app for segmentation visualization of dental X-rays.

TensorFlowMaskRCNNKivyPython