Tentang MAGENTA

Kementerian BUMN dan Forum Human Capital Indonesia (FHCI) bersinergi dengan seluruh BUMN di Indonesia untuk dapat memberikan kesempatan magang bagi mahasiswa dan fresh graduate baik lulusan dalam negeri maupun luar negeri.

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Seleksi dan Penerimaan

Cara Melihat Status Pendaftaran
Curriculum Vitae

Rangga Aldo Sastrowardoyo

Rangga Aldo Sastrowardoyo

Kota Surabaya
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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
Verified intern of Logo Magenta

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


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Mei 2024
Tensorflow Advance Techniques

Deep Learning AI E2ZZ6RURUY7M


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Mei 2024
TensorFlow: Data and Deployment

Deep Learning AI 8R2MPVWUY24C


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April 2024
Machine Learning Specialization

Stanford University ALGX3Z9DMS4L


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Agustus 2023
Data Analyst with Python

Datacamp 389393


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Hard Skills:
Data Analysis
Machine Learning
Software Development
Machine Learning/AI
Cloud Computing
Python
Docker
Git
Data Mining
Data Visualization
Deep Learning
Tableau
TensorFlow
Artificial Intelligence (AI)
Big Data Management
Project Management

Soft Skills:
Collaboration
Komunikasi
Adaptive
Commitment
Discipline
Problem Solving
Leadership
Work ethic
Mentoring
Planning
Active listening