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Legi Kuswandi

@legikuswandi

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I build AI, data visualization, and mobile solutions from research to deployment.

Indonesia

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What I'm looking for

I'm looking to create innovative technology solutions through data science, data analysis, software development, and user-centered design while learning, collaborating, and growing.

I've conducted AI and computer vision research at BRIN RI, co-developing a white blood cell detection system with YOLO models that secured an Intellectual Property Right with my team.

I led CabeTrace, connecting AI inference to a Flutter mobile app through FastAPI and RESTful APIs. The custom CNN-based chili phenotype classifier achieved 92.04% validation accuracy.

I'm also building data products such as Tilas, an interactive BI dashboard with automated Laravel ETL, OLS regression, Z-score anomaly detection, and D3.js exploration. As a Computer Science student and teaching assistant at Universitas Pendidikan Indonesia, I've supported Database Systems, Data Mining, and Data Warehousing learning.

Experience

Work history, roles, and key accomplishments

Research Intern – AI & ML

Badan Riset dan Inovasi Nasional RI (BRIN RI)

Feb 2025 - Jul 2025 (5 months)

Conducted AI and Computer Vision research within the Information Retrieval group under the MBKM internship program. Co-developed a White Blood Cell detection system using YOLO models and led research on CabeTrace, achieving 92.04% validation accuracy.

AI Computer Vision YOLO Bounding Box Annotation Research Mobile Integration

Data Mining and Data Warehouse Teaching Assistant

Universitas Pendidikan Indonesia

Sep 2024 - Dec 2024 (3 months)

Facilitated practical sessions and tutorials on Data Mining and Data Warehousing for undergraduate students. Guided students in understanding concepts such as data warehouse architecture and applying data mining techniques using Python.

Data Mining Data Warehouse Python Teaching Assessment Design

Database Systems Teaching Assistant

Universitas Pendidikan Indonesia

Feb 2024 - Jun 2024 (4 months)

Conducted practical sessions and tutorials on Database Systems for undergraduate students. Developed practice modules, designed assignments, and assisted students in understanding relational databases, SQL, and database design.

DataBase Systems SQL Relational Databases Teaching Assessment Design

Staff of Communication, Technology, and Information Division

Keluarga Mahasiswa Komputer (Kemakom) UPI

Jan 2023 - Dec 2023 (11 months)

Designed creative Instagram posts and edited video content to promote organizational activities. Acted as a photographer for events and collaborated on communication strategies to maintain a strong online presence.

Social Media Design Video Editing Photography Communication Skills

Education

Degrees, certifications, and relevant coursework

Universitas Pendidikan Indonesia

Bachelor of Computer Science, Computer Science

2022 -

Grade: 3.95

Activities and societies: Teaching Assistant for Database Systems, Data Mining, and Data Warehousing courses; ranked among top graduates in FPMIPA UPI.

Pursuing a Bachelor of Computer Science with a GPA of 3.95, serving as a teaching assistant and actively participating in academic projects.