Curriculum Vitae

Rangga Aldo Sastrowardoyo
Portfolio
Mahasiswa IT semester 6 dengan background software engineering dan data, berfokus pada Data Engineering, NLP, LLM, dan Computer Vision. Berpengalaman sebagai AI engineer, Front-end, serta asisten matakuliah Data, Machine Learning, dan Struktur Data.
Sedang berjalan
Institut Teknologi Sepuluh Nopember
S1 • Teknologi Informasi • IPK 3.75
Agustus 2024 - Januari 2025
Data Scientist - Jakarta

PT Telekomunikasi Indonesia (Persero) Tbk • Magang
Februari 2024 - Sekarang
Head of AI & Data Mining Division
Laboratorium Kota Cerdas dan Keamanan Siber (KCKS) IT ITS • Organisasi
- Developed and led in-depth training sessions on end-to-end machine learning projects, covering stages from data scraping to deployment. Currently developing advanced projects on image generation, Javanese speech-to-text conversion, and custom large language models (LLMs).
- Launched strategic initiatives to enhance engagement in the AI and data mining division, achieving a 75% increase in active participants.
Februari 2024 - Juni 2024
Machine Learning Cohort
Bangkit Academy 2024 By Google, GoTo, Traveloka • Contract Base
- Led a high-performing AI team in the development of a cutting-edge text summarization project utilizing Keras, Tensorflow, BART, Gemini, and Google Cloud Platform (GCP). Fine-tuned the model with a 56,000+ row dataset, enhancing overall project efficiency and output quality.
- Orchestrated the full deployment cycle, from model training to production, leveraging FastAPI to ensure seamless integration and robust performance. The product increased productivity by 40% compared to manual summarization.
Februari 2024 - Juni 2024
Assistant Lecturer of Artificial Intelligence
Lab Keamanan dan Kota Cerdas (KCKS) • Contract Base
- Spearheaded the coordination of AI practicums for 70 participants, incorporating real-world challenges like Kaggle competitions to enhance learning outcomes and practical skills.
- Designed and delivered a comprehensive curriculum covering critical areas of Artificial Intelligence, including search algorithms, Exploratory Data Analysis (EDA), supervised and unsupervised learning, computer vision, and natural language processing (NLP), fostering a rich, hands-on learning environment.
Desember 2023 - Sekarang
AI Engineer
Avalon Laboratory of AI and Embedded Systems (Avalon AI) • Project Base
- Proposed and developed a new machine learning architecture that achieved 3% higher accuracy than Google EfficientNet on skin cancer detection, significantly advancing diagnostic capabilities.
- Designed and developed advanced AI projects, including Generative Adversarial Networks (GANs), deep learning frameworks, and generative AI models, collaboratively with a multidisciplinary team. Drove innovation and solved complex problems by leveraging state-of-the-art technologies and methodologies.
Agustus 2023 - Desember 2023
Assistant Lecturer of Database System
Lab Keamanan dan Kota Cerdas (KCKS) • Contract Base
- Partnered with a team of 5 fellow assistants to design, organize, and deliver lectures and practical sessions for the Database Systems Course. Played a key role in developing comprehensive course materials and interactive learning experiences.
- Guided weekly mentoring sessions, providing personalized guidance and support to students. Successfully achieved a 98% pass rate among students, demonstrating the effectiveness of the mentoring approach.
Juni 2022 - Mei 2023
ARA (A Renewable Agent)
Expert Staff of Website Development • Contract Base
- Contributed as an Expert Staff of the Front-End Web Development team responsible for user-friendly frontend interface for the website, resulting in a seamless user experience for over 300 users participating in diverse programs, including CTF Competitions, IoT Exhibitions, and Exhibitions.
- Collaborated with the backend development team to integrate frontend components with the website's backend systems, fostering a seamless end-to-end experience for users.
Juni 2024
SQL Intermediate
Hackerrank • 92490F9BBD56
Media
Mei 2024
Tensorflow Advance Techniques
Deep Learning AI • E2ZZ6RURUY7M
Media
Mei 2024
TensorFlow: Data and Deployment
Deep Learning AI • 8R2MPVWUY24C
Media
April 2024
Machine Learning Specialization
Stanford University • ALGX3Z9DMS4L
Media
Agustus 2023
Data Analyst with Python
Datacamp • 389393