Years of experience
Web project
Mobile project
A small selection of recent projects
Drugs Chatbot (Finetuning + RAG)
Fine-tuned a Flan-T5-base model on drugs and medication data and using RAG architecture to create a chatbot that provides accurate information and have medical style responses about various drugs. Implement web scrapping to collect dataset and change to QnA format for training data. Implemented LoRA to optimize model performance while reducing computational costs.
Bananas Ripeness Detector & Classifier (Raw, Ripe, Overripe)
This is a final project for Computer Vision course. The challenge is to make object detection without deep learning model. So I used rule based method such as color segmentation and contour detection. For each ROI's feature will be extract and classified using SVM. It succeed to detect multiple bananas in one image and classify it with high accuracy.
Re-Source
Re-Source is a digital material exchange marketplace that connects businesses and individuals with artists, educators, and makers to give new life to leftover, non-recyclable materials. Aligned with SDG 12, the platform reduces waste by transforming surplus materials into valuable creative resources and fostering a circular art ecosystem. It features an image-driven marketplace with role-based listing and claiming, plus a shared gallery to showcase projects made from reused materials. Powered by WebSocket technology, Re-Source enables real-time notifications, saved-search alerts, and instant private chat to ensure fast and efficient material exchange.
My Experience
Associate Software Developer
Binus IT DIVION
- Developed features for Academic Service and BINUS Library websites (frontend & backend).
- Delivered 4 major features improving performance and usability.
- Collaborated with System Analysts to meet business requirements.
- Participated in Agile daily stand-ups and backlog reviews.
- Worked under Agile methodology for iterative development and continuous improvement.
Flutter Teacher
Bina Nusantara Computer Club (BNCC)
Taught 13 sessions (100 minutes each) in the Flutter Regular Class program. Guided and mentored 7 BNCC members in learning Flutter fundamentals and application development. Designed and evaluated quizzes and provided feedback on final projects to improve technical and code quality skills.
Activist
Bina Nusantara Computer Club (BNCC)
As an activist, i participated in many events held by BNCC such as TPM (test Project Member) where we got trained to make website. There is also LDP (Leadership Development Program) where me and my team designed a work program for BNCC which was then presented to all activists, administrators and alumni