Kaenova Mahendra Auditama
Backend, Machine Learning Engineer, DevOps Enthusiast
About Me
Hello 👋 my name Kaenova Mahendra Auditama, a fresh-graduates informatics student with a passion for data and machine learning engineering with a little bit of software engineering. Alongside my studies, I have developed a strong skill set in web development, utilizing programming languages such as Go, Python, and JavaScript. With experience in building full-scale applications and integrating frameworks like Next.js and Echo, I enjoy creating impactful projects that combine technology and innovation. I thrive on collaboration, constantly seeking opportunities to meet new people and contribute to solutions that can enhance the lives of others. Let's connect and explore possibilities together! 🚀
Stack I Use
Data & ML Engineering
TensorFlow, PyTorch, Scikit-Learn
Data Science & Analytics
Pandas, Matplotlib, NumPy
Full-Stack Development
Python, Go, Typescript
Web Development
Next.js, TailwindCSS
Orchestration
Docker, Swarm, Kubernetes
Experiences
IT Network Support Staff
Bank Central Asia Tbk (BCA)
November 2023 - Present
IT Network Support for BCA IT development and BCA Product Business Lines, specializing in Point of Sale (POS), Electronic Data Capture (EDC), Online-Offline Transaction, and Payment Processor systems (Visa, Mastercard, JCB, American Express).
Machine Learning Mentor
Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka
January 2023 - July 2023
Assisting student mainly on learning Machine Learning. Helping 25 students on basic machine learning to deep learning using Tensorflow framework. Guiding more than 10 groups for capstone projects.
Lecture Assistant: SE Implementation
Telkom University
October 2022 - January 2023
Guiding students in creating full-scale applications, teaching database and UI implementation, and providing support in software engineering documentation.
Machine Learning Engineer (Apprenticeship)
Traveloka
April 2022 - June 2022
Building an application to optimize hotel ranking and user preferences. Utilizing Pandas and NumPy to synthesize and aggregate user data, developed end-to-end models using TensorFlow, and analyzed model performance. Also created a simple API endpoint using Python FastAPI.
Back-End Engineer (Apprenticeship)
Gits.Id
October 2021 - January 2022
Analyzing data structures, creating APIs using Go and Echo, and managing back-end services. Developing APIs for mobile teams, managed back-end services using Docker, and implemented continuous integration pipelines with Gitlab CI/CD. Also involved in managing server infrastructure for DevOps.
Deep Learning Research Assistant
Telkom University
July 2021 - October 2022
Conducting research on Indonesian Natural Language Processing (NLP) with a focus on Sentiment Analysis. Engaged in data engineering using Pandas and NumPy, created text pre-processing pipelines in Python, and built and fine-tuned pre-trained models using TensorFlow, Pytorch, and Huggingface frameworks.
Mentor
Telkom University x Dicoding
September 2020 - January 2021
Mentoring students in a Basic Machine Learning bootcamp and providing guidance on TensorFlow Deep Learning Frameworks. Assisted students in their machine learning projects, delivered materials on TensorFlow, and provided direction for final projects.
What I Build
It's time to Mudik for Indonesians with one lane toll! With machine learning, you can choose which lane the best that's suit for you to take on the toll!
Wondering what's the name of the icon you imagine? By utilizing machine learning, we can help you find relevant icons from your imaginations.
Unlock your business potential with AstaByte Consulting. We offer expert IT consulting services, including web and mobile app development, product design, and market research. Trusted by many businesses. Contact us for a free consultation!
Elevate your career prospects with expert CV reviews, mock interviews, and comprehensive feedback. Connect with seasoned professionals, enhance your job market readiness, and pursue your dream career confidently. Join us today to unlock your potential!
Experience comfort and affordability at Omah Waris in Yogyakarta. Enjoy clean, fully air-conditioned rooms with 24-hour check-in and free Wi-Fi. Book effortlessly through trusted partners like Agoda and Tiket.com for a delightful stay.
Detect headlines amidst noisy social media data with an accuracy of 99.21%, thanks to our IndoBERTweet model, which outperforms CNN and fastText models. Easily identify and extract crucial information with our efficient tool.
A small-scaled application to share and stream your best moments to the world. It allows users to upload videos, do live streaming, and offers various peripheral features.
A hotel recommendation application built with 5 different types of algorithms to provide users with the best experiences for staying in Bali. It covers 100 Bali's hotels from different residences, offering a complete Bali experience and culture.
A multi-platform application for users to share their hiking experiences in Indonesian mountains. It provides web and mobile integration for ease of use.
An open-source, localized, and easy-to-implement queue management system. It allows integration with private networks and provides access to everyone.
A mobile application for small and medium businesses to help manage stock records, transactions, and debts with flexible automated reporting.
I Do Some Mentoring Too!
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