Anis Syafiqah | Enthusiastic Learner & Worker

Web Development & NLP/AI

Bridging innovation and impact through thoughtful technology.

My Personal Portfolio

SJPay

TCCR System

UiTM Jasin, Melaka

NLP/AI

TRASIA: Content-Based Filtering System

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i-VLog

KTMB Kargo

NLP/AI

House Purchase Recommendation

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NLP/AI

Simple Image Recognition

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Zafyrra's Veterinary Clinic Database Management System

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Ice Cream Parlor Online Ordering System

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Chocolate Shop Online System

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Chalet Reservation System

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Hotel Management System

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SJPay

Tech Stack: Laravel, MySQL, Bootstrap

This is a basic CRUD (Create, Read, Update, Delete) application built with Laravel framework. It supports user authentication, form validation, and MySQL integration.

GitHub: github.com/anis/mini-laravel-app

Transfer Credit Checker and Course Registration System

Tech Stack: Laravel, MySQL, Bootstrap

This is a basic CRUD (Create, Read, Update, Delete) application built with Laravel framework. It supports user authentication, form validation, and MySQL integration.

GitHub: github.com/anis/mini-laravel-app

i-VLog

Tech Stack: Laravel, MySQL, Bootstrap

This is a basic CRUD (Create, Read, Update, Delete) application built with Laravel framework. It supports user authentication, form validation, and MySQL integration.

GitHub: github.com/anis/mini-laravel-app

TRASIA Recommendation System

Tech Stack: Python, Flask, SQLite, HTML

This project uses a content-based filtering algorithm to recommend activities to users based on their preferences and previous interactions.

Implements cosine similarity for vector matching
Interactive web interface built with Flask

GitHub: github.com/anis/trasia-system

Academic Works & Thesis

Advancing ideas through rigorous academic inquiry.

Master’s Thesis

Exploring the Impact of Text Data Augmentation on Malay Intent Classification Model

NLP BERT CRF Text Augmentation Intent Detection

Journal Articles / Publications

Submitted to Q1/Q2 journals. Topics include multilingual NLP and data augmentation strategies for low-resource languages.

Under Review Preprint BERT+CRF

Master’s Thesis

This research investigates the effectiveness of systematic text data augmentation on the performance of intent detection and slot filling tasks in the Malay language.

Model: BERT + CRF
Dataset: ATISMalay (machine-translated)
Methods: Character, Word, and Phrase-level Augmentation
Tools: Python, HuggingFace Transformers, Scikit-learn

GitHub

Journal Articles

You’ve submitted one or more papers on Malay NLP, currently under review. Key contributions include benchmarking ATISMalay and proposing augmentation strategies to improve generalization.

Status: Under Review (Q1 NLP Journal)
Contribution: Novel error analysis + targeted augmentation
Tools: BERT, CRF, AEDA, Scikit-learn

View Preprint

Extracurricular Activities & Volunteering

Giving back to the community through purposeful actions.

Weekly Community Service

Ongoing (2012–Present)

Every week, I lovingly prepare and donate meals to the local mosque congregation in my hometown as part of a personal charity initiative.

From time to time, I also cook and share meals with the homeless—simple acts of kindness that bring comfort, connection, and a sense of community.

Volunteer, CIMB CSR Program

CIMB Group – October 2024

Contributed to a coastal conservation initiative at a turtle sanctuary.
Guided newly hatched baby turtles safely to the ocean, supporting marine life preservation.

Volunteer, CIMB CSR Program

CIMB Group – September 2023

Visited a local senior care facility to assist with cleaning and maintenance.
Engaged elderly residents in meaningful conversations to promote social inclusion.

Transfer Credit Checker and Course Registration System

Tech Stack: Laravel, MySQL, Bootstrap

This is a basic CRUD (Create, Read, Update, Delete) application built with Laravel framework. It supports user authentication, form validation, and MySQL integration.

GitHub: github.com/anis/mini-laravel-app