Open to ML & Explainable AI roles — Malaysia Offen für ML & Explainable AI Positionen — Malaysia

Ali Ibtisam

machine_learning.engineer()

Data science undergraduate (CGPA 3.84/4.0) building end-to-end ML systems — XGBoost pipelines with global & local SHAP interpretability, dialect-aware LLM business intelligence, and deployed production apps. Data-Science-Student (CGPA 3.84/4.0) im Bereich Machine Learning — XGBoost-Pipelines mit SHAP-Modell-Erklärbarkeit, LLM-gestützte Business Intelligence und produktive Webanwendungen.

ROC_AUC_MODEL

0.00

XGBoost churn model

DEPLOYED_APPS

live in production

DATA_PIPELINE

records processed

DOWNLOAD RESUME ⇩ VIEW GITHUB LINKEDIN YOUTUBE INSTAGRAM GET IN TOUCH

Ali Ibtisam

ml_engineer.explainable_ai()

XGBoost

SHAP

Python

LangChain

PostgreSQL

Plotly

Python / ML (XGBoost, Scikit-Learn)95%

Model Explainability (SHAP)90%

BI / Visualization (Plotly, Power BI)88%

SQL / Data Eng. (PostgreSQL, Supabase)85%

★ CGPA 3.84 / 4.0 — AIU Scholar PDF ⇩

01. Executive Summary

About Ali Ibtisam Über Ali Ibtisam

I am a Data Science undergraduate at Albukhary International University (AIU), Malaysia, on a 100% Fully Funded Scholarship. I specialize in building end-to-end machine learning pipelines with rigorous model explainability (SHAP) and deploying production-grade Generative AI applications.

Ich bin ein Data-Science-Student an der Albukhary International University (AIU) in Malaysia mit einem 100 % voll finanzierten Stipendium. Mein Schwerpunkt liegt auf End-to-End-Machine-Learning-Pipelines mit Modell-Erklärbarkeit (SHAP) sowie produktiven Generative-AI-Systemen.

With three deployed projects—including an LLM-powered SQL BI command center (DataPilot AI), an explainable telecom churn dashboard, and a live campus marketplace (AIU Market)—I transform complex datasets into interpretable, high-impact intelligence.

Mit drei produktiven Projekten – darunter ein LLM-gestütztes BI-Kommandozentrum (DataPilot AI), ein erklärbares Churn-Dashboard und ein aktiver Campus-Marktplatz (AIU Market) – verbinde ich technische ML-Algorithmen mit transparenter Entscheidungsfindung.

Scholarship

100% Fully Funded Scholar

Albukhary Foundation (AIU, Malaysia)

Academic Standing

CGPA 3.84 / 4.0

Top Tier First Class Honors

Core Focus

Explainable AI & GenAI

XGBoost, SHAP, LangChain & Enterprise BI

02. Technical Skills

Skills & Technologies Fähigkeiten & Technologien

Primary Specialty

ML & Explainable AI

XGBoost SHAP Scikit-Learn Random Forest Regression Classification Feature Eng. Cross-Validation A/B Testing

AI Engineering

Generative AI & LLMs

LangChain Groq LLM Apps Prompt Engineering Dialect-Aware SQL AST Parser

Core Analytics

Python & SQL Analytics

Python SQL Pandas NumPy EDA Statistical Inference Hypothesis Testing

Business Intelligence

BI & Interactive Viz

Plotly Power BI Tableau Seaborn Matplotlib Excel Modeling

Data & Databases

Databases & Backend

PostgreSQL Supabase MySQL SQLite API Integration Schema Design

Production & Tools

Deployment & Workflows

Streamlit Next.js Git & GitHub Jupyter Notebook Vercel CI/CD

03. Featured Projects

Deployed Machine Learning & AI Systems Produktive Machine Learning & KI Systeme

DataPilot AI Business Intelligence Command Center Real Screenshot

● LIVE // AI COMMAND CENTER 2026

DataPilot AI — Universal AI Business Intelligence Command Center

LangChain · Groq · PostgreSQL · MySQL · SQLite · Plotly

Built an LLM-powered business intelligence platform converting natural language into dialect-aware SQL across PostgreSQL, MySQL, and SQLite. Engineered AST security guardrails blocking 34/34 SQL-injection attack vectors with sub-50ms query cache latency and automated KPI discovery across 4 business domains. LLM-gestütztes BI-Tool zur Übersetzung natürlicher Sprache in dialektgerechtes SQL. Enthält AST-Sicherheits-Guardrails zur Blockierung von 34/34 SQLi-Angriffsvektoren, sub-50ms-Query-Caching und automatisierte KPI-Plotly-Dashboards über 4 Unternehmensdomänen.

SQLi: 34/34 Blocked

Tests: 100/100 Passed

Cache: < 50ms

Domains: 4 Benchmark

VIEW CODE & APP ↗

● LIVE // STREAMLIT APP 2026

Customer Churn Prediction & Explainability Dashboard

XGBoost · SHAP · Scikit-Learn · Streamlit · Pandas

End-to-end churn prediction pipeline on 7,043 telecom customer records with stratified oversampling for class balance. Benchmarked Logistic Regression, Random Forest, and XGBoost (ROC-AUC 0.88, Recall 0.78). Integrated global/local SHAP explainability (beeswarm & waterfall plots) inside a 5-page interactive Streamlit dashboard. End-to-End-Abwanderungsprognose auf 7.043 Telekom-Datensätzen mit stratifiziertem Oversampling. XGBoost erzielte beste Ergebnisse (ROC-AUC 0.88, Recall 0.78). Integrierte globale und lokale SHAP-Erklärbarkeit in einem interaktiven 5-seitigen Streamlit-Dashboard.

ROC-AUC: 0.88

Records: 7,043

Recall: 0.78

Architecture: 5-Page App

OPEN STREAMLIT APP ↗ VIEW GITHUB CODE ↗

AIU Market Student Marketplace Real Screenshot

● LIVE // CAMPUS PLATFORM AUG 2026

AIU Market — Centralized Student Marketplace

Next.js · React · Supabase · PostgreSQL · UI/UX

Co-built a centralized campus marketplace exclusively for AIU students within a 3-person team, enabling trusted peer-to-peer buying and selling. Owned frontend development in Next.js backed by Supabase/PostgreSQL, reaching 70+ registered users and 25+ active listings within days of launch. Mitentwicklung eines zentralen Campus-Marktplatzes exklusiv für AIU-Studierende in einem 3-Personen-Team. Leitung der Frontend-Entwicklung in Next.js mit Supabase/PostgreSQL-Backend, über 70 registrierte Nutzer und 25+ aktive Angebote in den ersten Tagen.

Users: 70+ Post-Launch

Listings: 25+ Active

Target: 1,500+ Campus

Team: 3 Engineers

VISIT AIUMARKET.COM ↗ GITHUB REPO ↗

04. Work Experience

Professional History Beruflicher Werdegang

Campus Ambassador — Student Community & Growth Lead

JAN 2026 – JUN 2026

GeeksforGeeks · Remote / Malaysia

Recruited and onboarded 60+ students within 3 months, exceeding regional targets by 20% through data-driven outreach campaigns and peer-to-peer engagement strategies. Gewinnung und Onboarding von über 60 Studierenden in 3 Monaten, wodurch die regionalen Zielvorgaben durch datenbasierte Kampagnen um 20 % übertroffen wurden.
Analyzed weekly platform engagement metrics to optimize content strategy for data science challenges and coding contests, contributing to a 35% increase in weekly active users. Analyse wöchentlicher Plattform-Engagement-Metriken zur Optimierung der Content-Strategie für Data-Science-Wettbewerbe, was zu einem Anstieg der wöchentlich aktiven Nutzer um 35 % führte.
Facilitated 3+ technical sessions on data science career pathways and Python/ML fundamentals to 40+ attendees, achieving 85% positive feedback. Leitung von mehr als 3 technischen Workshops über Karrierewege in Data Science und Python/ML-Grundlagen für über 40 Teilnehmer mit einer Zufriedenheitsquote von 85 %.

05. Education

Academic Qualifications Akademische Qualifikationen

OCT 2025 – EXPECTED 2028

Bachelor of Data Science (Honours)

Albukhary International University (AIU), Malaysia

CGPA: 3.84 / 4.0 · Fully Funded Scholarship

Coursework:

Data Science Fundamentals Python Programming Probability & Statistics Machine Learning SQL & Databases

Languages:

English (Full Professional) Urdu (Native) German (Elementary)

DOWNLOAD OFFICIAL RESUME (PDF) ⇩

06. Certifications & Honors

Verified Credentials Verifizierte Zertifikate

DATACAMP 2026

Python Data Associate

Verified Professional Credential · Data Manipulation & Analytics

VIEW CREDENTIAL / DRIVE ↗

NEBIUS AI 2026

Armenia LLM Summer School

Advanced Large Language Models & Generative AI Architectures

VIEW PROGRAM / DRIVE ↗

FAST NATIONAL UNIVERSITY OCT 2023

2nd Place — FAST Problem Solving Challenge

High-Pressure Algorithmic & Analytical Problem Solving Award

AWARD DISTINCTION ★

Ali Ibtisam

Ali Ibtisam

About Ali Ibtisam Über Ali Ibtisam

Skills & Technologies Fähigkeiten & Technologien

Deployed Machine Learning & AI Systems Produktive Machine Learning & KI Systeme

DataPilot AI — Universal AI Business Intelligence Command Center

Customer Churn Prediction & Explainability Dashboard

AIU Market — Centralized Student Marketplace

Professional History Beruflicher Werdegang

Academic Qualifications Akademische Qualifikationen

Bachelor of Data Science (Honours)

Verified Credentials Verifizierte Zertifikate

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