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I'm Ferdian Firera, an AI Engineer specializing in Python, ML/DL, NLP, object detection, segmentation, and multimodal AI systems. I enjoy building end-to-end AI solutions—from data preprocessing to deployment—using PyTorch, Scikit-learn, Hugging Face, and MLops tooling in cloud environments. I also coordinate documentation and cross-functional communication between business and technical stakeholders, translating complex requirements into practical, user-centric designs and reliable production systems.…I'm Ferdian Firera, an AI Engineer specializing in Python, ML/DL, NLP, object detection, segmentation, and multimodal AI systems. I enjoy building end-to-end AI solutions—from data preprocessing to deployment—using PyTorch, Scikit-learn, Hugging Face, and MLops tooling in cloud environments. I also coordinate documentation and cross-functional communication between business and technical stakeholders, translating complex requirements into practical, user-centric designs and reliable production systems.

Ferdian Firera

AI Engineer, Data Scientist, Data Analyst, +2

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I'm Ferdian Firera, an AI Engineer specializing in Python, ML/DL, NLP, object detection, segmentation, and multimodal AI systems. I enjoy building end-to-end AI solutions—from data preprocessing to deployment—using PyTorch, Scikit-learn, Hugging Face, and MLops tooling in cloud environments. I also coordinate documentation and cross-functional communication between business and technical stakeholders, translating complex requirements into practical, user-centric designs and reliable production systems.…I'm Ferdian Firera, an AI Engineer specializing in Python, ML/DL, NLP, object detection, segmentation, and multimodal AI systems. I enjoy building end-to-end AI solutions—from data preprocessing to deployment—using PyTorch, Scikit-learn, Hugging Face, and MLops tooling in cloud environments. I also coordinate documentation and cross-functional communication between business and technical stakeholders, translating complex requirements into practical, user-centric designs and reliable production systems.

Available to hire

I’m Ferdian Firera, an AI Engineer specializing in Python, ML/DL, NLP, object detection, segmentation, and multimodal AI systems. I enjoy building end-to-end AI solutions—from data preprocessing to deployment—using PyTorch, Scikit-learn, Hugging Face, and MLops tooling in cloud environments.

I also coordinate documentation and cross-functional communication between business and technical stakeholders, translating complex requirements into practical, user-centric designs and reliable production systems.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Advanced

Work Experience

UI/UX Designer at PT Mitra Solusi Telematika

July 1, 2023 - January 1, 2025

Coordinated documentation, project tracking, and cross-functional communication between business and technical stakeholders. Conducted user research and visual design across mobile and web platforms. Delivered low-fidelity designs and gathered feedback. Designed and developed responsive landing pages for disbudpar.cirebonkota.go.id and performate.id; collaborated with product teams to ideate, solve problems, and iterate on concepts.

Machine Learning Engineer at Performate.id

September 1, 2021 - September 1, 2022

Built and deployed a travel insurance claim prediction model: data preprocessing, feature engineering, model training, and hyperparameter tuning. Achieved high accuracy (97%) with precision and recall metrics demonstrating strong performance and minimal bias. Also contributed to related ML projects including an IMDb movies chatbot and object-detection based calorie estimation, showcasing end-to-end ML workflow and production-ready solutions.