Open to global opportunities

I turn raw data
into systems
people actually use.

Data Scientist · AI Engineer · Full Stack Dev
Pekanbaru, Indonesia — building intelligent,
human-centered software.

Muhammad Ihsan Al Riawi
Available for hire
3+
Years teaching & mentoring
14
Projects shipped
12+
Certifications earned
3.41
GPA — Informatics Eng.
About me

Engineer. Educator. Builder.

I'm an Informatics Engineering graduate from Universitas Islam Riau and a BNSP-Certified Data Analyst specializing in Data Science, AI Engineering, and Full-Stack Development. I focus on building intelligent, end-to-end systems — taking projects from raw data exploration and machine learning optimization to scalable web and mobile applications.

My engineering philosophy is simple: great software should solve real problems and empower people, not just look impressive on paper. I thrive at the intersection of data intelligence, clean architecture, and human-centered design — turning complex analytical models into fast, intuitive, and production-ready products.

With hands-on capabilities across Python, PyTorch, FastAPI, React, Laravel, and Flutter, I'm constantly exploring new AI architectures, time-series forecasting, and edge-ready computer vision to deliver impactful digital solutions.

"I turn raw data into decisions — and ideas into apps that actually get used."
Work

Featured projects

Stack

Technical skills

Tools I reach for to explore data, train models, and ship products people actually use.

AI / Machine Learning
4 skills
Python (Scikit-learn, TF)92%
Deep Learning (CNN, LSTM)80%
Time Series Forecasting85%
Computer Vision75%
Data Science / Analysis
4 skills
Pandas / NumPy95%
Data Visualization88%
Statistical Analysis82%
R Programming70%
Web Development
4 skills
React.js / Vue.js88%
Node.js / Express83%
Laravel / PHP80%
Flask / FastAPI78%
Mobile & DevOps
4 skills
Flutter / Dart80%
React Native75%
Firebase82%
Docker / AWS / GCP65%
Also worked with
TensorFlowOpenCVProphetStatsmodels PlotlySeabornMatplotlibMATLABSPSS ESP32ArduinoC++ MySQLMongoDBBootstrapREST APIJWT RiverpodDrift
Experience

Where I've worked

Teaching, supporting, and studying: the path that shaped how I build.

WorkJun 2022 — Aug 2025 · 3+ Years

Teaching Assistant / Assistant Lecturer

Universitas Islam Riau
  • Mengajar & mendampingi 7+ mata kuliah: Machine Learning, Computer Vision, Data Science, AI, Web Dev, Mobile Apps, Databases
  • Membimbing 100+ mahasiswa per semester di Program Studi Teknik Informatika dan Teknik Perminyakan
  • Menyusun modul praktikum, materi presentasi, dan sistem penilaian
Machine LearningComputer VisionData ScienceWeb DevMobile Apps
InternshipMar 2022 — Apr 2022

IT Support Intern

KUA Bukit Raya, Pekanbaru
  • Pengelolaan SIMKAH — pendataan dan pembaruan sistem informasi manajemen nikah
  • Hardware maintenance, instalasi, dan troubleshooting jaringan lokal
SIMKAHNetworkingHardware
EducationSep 2019 — Jul 2025

Bachelor of Informatics Engineering

Universitas Islam Riau
  • Focus: AI, Data Science, Mobile & Web Development
  • Thesis: Land Surface Temperature forecasting using MODIS satellite data
GPA 3.41 / 4.00AIData ScienceMobileWeb
Credentials

Certifications

Formal training in data, cloud, and product design.

G
Google × Coursera × KOMINFO
Google Data Analytics Certificate
2024
aws
Amazon Web Services × KOMINFO
AWS Academy Machine Learning Foundations
2023
M
Microsoft × Styava
Microsoft Azure Fundamentals (AZ-900)
2022
G
Google × Coursera × KOMINFO
Data Analysis with R Programming
2024
G
Google × Coursera × KOMINFO
Processing Data from Dirty to Clean
2024
G
Google × Coursera × KOMINFO
Sharing Data Through the Art of Visualization
2024
G
Google × Coursera × KOMINFO
Ask Questions to Make Data-Driven Decisions
2024
UX
GreatEdu
UI/UX in Digital Product Development
2022
Let's talk

Get in touch

Tertarik berkolaborasi atau punya project seru? Aku selalu terbuka untuk opportunity baru — terutama yang berkaitan dengan Teknik Informatika.

@
eliteisan@gmail.com
WA
+62 821-7379-4685