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

Draw React Icons

Wondering what's the name of the icon you imagine? By utilizing machine learning, we can help you find relevant icons from your imaginations.

Astabyte

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!

Kerjago

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!

Omah Waris

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.

Headline Detector

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.

Halliu

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.

HotelBli!

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.

Travelliu

A multi-platform application for users to share their hiking experiences in Indonesian mountains. It provides web and mobile integration for ease of use.

Antri.In

An open-source, localized, and easy-to-implement queue management system. It allows integration with private networks and provides access to everyone.

iTalase

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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