PORTFOLIO / 2026

AI ENGINEER / APPLIED AI

OPEN TO OPPORTUNITIES

SHAFRISYAMSUDDIN

ASSISTX ENTERPRISE / JAN 2026—PRESENTJAKARTA / ID

AI Engineer

I build AI systems that turn documents and data into usable information — from ingestion and model evaluation to deployment.

Retrieval · Document Intelligence · Applied AI

Computer Vision · NLP · Data Science

CURRENT WORKAssistX Suite My engineering contribution IEEE / 2025Published research Malaria detection · AMLDS 2025

Explore work↗View CV↗LET’S TALK ↗

SCROLL TO EXPLORE↓

AI SYSTEMS / VISION / LANGUAGE / DEPLOY+AI SYSTEMS / VISION / LANGUAGE / DEPLOY+AI SYSTEMS / VISION / LANGUAGE / DEPLOY+AI SYSTEMS / VISION / LANGUAGE / DEPLOY+AI SYSTEMS / VISION / LANGUAGE / DEPLOY+

[01]Selected Case Studies

Applied AI, built to ship.

Current enterprise work first, then published research and production-pattern demonstrations across vision, NLP, and data science.

PUBLIC PRODUCT CONTEXT01↗

CASE // 01AssistX Enterprise · AI Engineering

AssistX Suite Platform Engineering

Platform engineering across retrieval-augmented generation, intelligent document processing, and customer-intelligence workflows, with implementation details kept intentionally high level.

Made mixed RAG and PDF inputs easier to ingest, normalize, and operate.
Expanded document-review workflows with nested extraction and structured controls.
Made customer-intelligence views more explainable with tenant-scoped segmentation and privacy-safe previews.

Open case study↗

Screenshot of malaria parasite detection bounding boxes

PUBLISHED RESEARCH02↗

CASE // 02AI Engineering · Computer Vision

Malaria Parasite Stage Detection

YOLOv8 and Faster R-CNN ensembles with LAB color-space augmentation, exported to ONNX for lightweight deployment in diagnostic workflows.

01+8ppmAP50 improvement (0.61 → 0.69) via LAB color-space feature insertion

024Plasmodium species and life stages detected

Open case study↗

Confusion matrix from CIFAR-10 inference API

PRODUCTION-PATTERN DEMONSTRATION03↗

CASE // 03AI Engineering · Inference Systems

VisionServe: CIFAR-10 Inference API

A production-pattern demonstration: Dockerised FastAPI model serving with reproducible training, artifact tracking, and class probabilities with confidence scores.

Open case study↗

APPLIED PIPELINE DEMONSTRATION04↗

CASE // 04AI Engineering · NLP Analytics

Zero-shot Sentiment Intelligence Pipeline

An applied NLP pipeline demonstration: config-driven orchestration built on facebook/bart-large-mnli to classify public feedback without fine-tuning, complete with trend reporting and dashboard-ready exports.

Open case study↗

04 PROJECTS / FULL ARCHIVEView all case studies↗

[02]Research Database / Publications

Knowledge made visible.

Conference contributions and documentation showing how experimental work becomes credible, shareable research.

AMLDS 2025 · Tokyo · IEEE Xplore2025

Exploring the Impact of Colour Space in Malaria Parasite Detection using Deep Learning

Presented findings on LAB color-space augmentation for malaria diagnostics, alongside the YOLO + Faster R-CNN ensemble workflow.

Read the paper↗

[03]Service Record / Experience & Education

A path through code, research, and product.

From model development and product leadership to enterprise AI platforms and graduate research.

[JR-01]ROLEACTIVE
Jan 2026 - Present
AI Engineer, AssistX Enterprise
Contribute to and harden enterprise AI workflows for retrieval, document intelligence, and customer analytics, spanning ingestion, structured extraction, evaluation, observability, and operator-facing React tools.
[JR-02]ROLEARCHIVED
Sep 2025 - Dec 2025
Research Assistant, Universitas Gadjah Mada (Remote Part Time)
Enhancing medical imagery and training YOLOv11 models for an ongoing medical-imaging research project; further project details are confidential.
[JR-03]EDUCATIONARCHIVED
2023 - 2025
Master of Computer Science, Universitas Gadjah Mada
Thesis on malaria parasite detection using YOLO and Faster R-CNN; GPA 3.73/4.00. Led research warehouse analytics projects and hotel pricing studies.
[JR-04]ROLEARCHIVED
2024 - 2025
Data Scientist Trainee, Rakamin Academy
Delivered NLP-driven CV summarisation, ensemble model experiments, and MLOps practices across regression, classification, and deep learning tracks.
[JR-05]LEADERSHIPARCHIVED
Jun 2022 - Dec 2023
Product Lead, JIWANA (UBIC Incubation)
Guided a mental-health chatbot initiative, aligning stakeholders, shaping product direction, and contributing to UX and model prototyping.
[JR-06]ROLEARCHIVED
2021 - 2022
Junior Game Developer, CreativeBox Tech
Worked on the Unity development and programming side of a Virtual Reality Education Room project, building the interactive systems and backend logic that let teachers teach using digital-twin 3D objects such as human hearts, engines, or other real-world models.
[JR-07]LEADERSHIPARCHIVED
2020 - 2022
Human Resource Development Staff, IMIX
Designed growth programs, facilitated training, and built a high-performing student community through structured evaluations.
[JR-08]ROLEARCHIVED
Sep 2019 - Sep 2020
Assistant Lecturer, Universitas Islam Indonesia
Held an assistant lecturer role alongside undergraduate study at Universitas Islam Indonesia.
[JR-09]EDUCATIONARCHIVED
2020 - 2022
Bachelor of Engineering in Informatics, Double Degree Scholar, Nanjing Xiaozhuang University (NXU)
Completed the international informatics engineering track with GPA 3.68/4.00, expanding cross-cultural collaboration and applied coursework experience.
[JR-10]EDUCATIONARCHIVED
2018 - 2022
Sarjana Komputer, Universitas Islam Indonesia
Graduated with GPA 3.68/4.00; built an educational game that teaches algorithmic thinking and contributed to multiple applied research projects.

FastAPI+

React+

PostgreSQL+

SQL+

Docker+

Git+

Python+

PyTorch+

Hugging Face Transformers+

scikit-learn+

TensorFlow+

Keras+

MLflow+

Jenkins+

GitHub Actions+

Apache Airflow+

Flask+

ONNX+

OpenCV+

Streamlit+

Plotly+

Power BI+

Tableau+

Unity (VR/AR)+

FastAPI+

React+

PostgreSQL+

SQL+

Docker+

Git+

Python+

PyTorch+

Hugging Face Transformers+

scikit-learn+

TensorFlow+

Keras+

MLflow+

Jenkins+

GitHub Actions+

Apache Airflow+

Flask+

ONNX+

OpenCV+

Streamlit+

Plotly+

Power BI+

Tableau+

Unity (VR/AR)+

[04]AI Engineering / Tech Stack

AI systems, end to end.

Retrieval · Document Intelligence · Applied AI. Supporting practice across computer vision · nlp · data science.

[CP-01] / CORE

RAG / DOCUMENT INTELLIGENCE

AI Product Engineering

LOADED / 06

FastAPI02

React03

PostgreSQL04

SQL05

Docker06

Git

[CP-02] / CORE

COMPUTER VISION / NLP / DATA SCIENCE

AI Model Development

LOADED / 06

Python02

PyTorch03

Hugging Face Transformers04

scikit-learn05

TensorFlow06

Keras

[CP-03] / CORE

TESTING / OBSERVABILITY

Evaluation & Delivery

LOADED / 06

MLflow02

Jenkins03

GitHub Actions04

Apache Airflow05

Flask06

ONNX

[CP-04] / SUPPORTING

VISION / ANALYTICS

Applied AI Surfaces

LOADED / 06

OpenCV02

Streamlit03

Plotly04

Power BI05

Tableau06

Unity (VR/AR)

[05]Credentials / Verified Scores

Supporting proof.

REPORT / 01VERIFIED ↗

637

TOEFL ITP

Issued Mar 2025

ISSUER // ETS

REPORT / 02VERIFIED ↗

591

TPA

Issued Jun 2025

ISSUER // UUO PT BAPPENAS

[06] COMMUNICATIONS / CONTACTCHANNEL // ONLINE

LET'S BUILD SOMETHING USEFUL.

START A
CONVERSATION.

Open to AI engineering roles, research collaborations, and projects across enterprise AI platforms, computer vision, NLP, and MLOps.

shafrisyamsuddin@gmail.com↗

01GitHub↗02LinkedIn↗03Medium↗

CONTACT FORMSTATUS // READY

SHAFRISYAMSUDDIN

AssistX Suite Platform Engineering

Malaria Parasite Stage Detection

VisionServe: CIFAR-10 Inference API

Zero-shot Sentiment Intelligence Pipeline

Exploring the Impact of Colour Space in Malaria Parasite Detection using Deep Learning

AI Engineer, AssistX Enterprise

Research Assistant, Universitas Gadjah Mada (Remote Part Time)

Master of Computer Science, Universitas Gadjah Mada

Data Scientist Trainee, Rakamin Academy

Product Lead, JIWANA (UBIC Incubation)

Junior Game Developer, CreativeBox Tech

Human Resource Development Staff, IMIX

Assistant Lecturer, Universitas Islam Indonesia

Bachelor of Engineering in Informatics, Double Degree Scholar, Nanjing Xiaozhuang University (NXU)

Sarjana Komputer, Universitas Islam Indonesia

TOEFL ITP

TPA

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CONVERSATION.