Ridhwan
Ridhwan

Hi, I'm Ridhwan

Data Engineer with 2 years experience, finishing MSc in Data Science. Looking for data or ML/AI engineering roles.

26 years old · Kuala Lumpur, MY

Studying: Azure certifications   ·   Studying: Azure certifications

Location

Kuala Lumpur, MY

Education

Universiti Malaya

Current Role

Postgraduate Student

Availability

Open to new roles

Tech Stack

Languages, tools, and technologies I work with.

Cloud & Data Engineering

AWSGCPAzureSparkHadoopHiveDataprocGlue

AI & Machine Learning

PyTorchTensorFlowMLflowscikit-learnPandasNumPyMatplotlibPythonR

Full-Stack & APIs

Next.jsFastAPINode.jsTypeScriptReactTailwind CSSJavaScriptHTML5Streamlit

Databases & DevOps

PostgreSQLMongoDBDockerDynamoDBMSSQLMySQLSupabaseGitHub ActionsGitJiraBitbucket

Work & Education

My academic background and professional experience.

Experience
Outlier.ai / Alignerr

Freelance AI Model Response Evaluator

Outlier.ai / Alignerr

Active (Part-time)2024 - Present

Evaluating AI-generated responses across diverse LLM projects, contributing to model training for Malay language and technical/code prompts.

Astro Sdn. Bhd. (via Valuelabs)

Data Engineer

Astro Sdn. Bhd. (via Valuelabs)

Completed2023 - 2024

Migrated legacy auth system to SSO platform. Designed T-1 batch ETL pipelines using PySpark and AWS Glue. Built serverless orchestration with Step Functions and Lambda.

Astro Sdn. Bhd.

Trainee Data Engineer

Astro Sdn. Bhd.

Completed2022 - 2023

Maintained legacy authentication ETL pipelines. Resolved data integrity issues in account purge logic. Generated user engagement reports for business stakeholders.

Projects

Key projects from my data science and engineering journey.

ReadmeRag — RAG Chatbot for GitHub Projects

ReadmeRag — RAG Chatbot for GitHub Projects

A RAG chatbot that lets anyone ask questions about my work by pulling from my GitHub READMEs. Instead of a static portfolio, visitors can query my projects, skills, and experience naturally.

embeddingsgemini-apiragllmchromadbopenrouterlitellm
GitHub ↗
Google Cloud Data Management Project

Google Cloud Data Management Project

Led a team of 8 to architect an end-to-end data pipeline on GCP processing a hotel review dataset for business intelligence insights. Used PySpark and Hive for distributed processing on Dataproc.

GCPDataprocPySparkHiveLooker Studio
GitHub ↗

Certifications

Professional certifications and credentials.

MLOps Bootcamp

MLOps Bootcamp

MLflow, Airflow, Docker, GitHub Actions CI/CD

Google Cloud Data Analytics Certificate

Google Cloud Data Analytics Certificate

BigQuery, SQL on GCP, Looker Studio

Data Engineering using AWS Data Analytics

Data Engineering using AWS Data Analytics

Udemy — S3, Glue, Redshift, Athena

Other Certifications

(2025)

The Complete Full-Stack Web Development Bootcamp

Verify ↗
(2025)

PyTorch for Deep Learning Bootcamp

Verify ↗
(2025)

TensorFlow for Deep Learning Bootcamp

Verify ↗
(2025)

Mastering React & Node.js Firebase Authentication

Verify ↗

Let's Connect

Ridhwan Bin Razali

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