Hello, I'm Ardava Barus

I'm a

I'm passionate about developing intelligent systems that transform data into actionable insights. With expertise in machine learning model development, deployment and scalability, and AI-driven application development, I enjoy solving complex problems through innovative AI solutions.

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Tech Stack

Programming Languages

Python Primary

JavaScript

C++

SQL

AI/ML Frameworks & Libraries

Scikit-learn

TensorFlow

PyTorch

ONNX

MLflow

Flask

Azure

OpenCV

Featured Projects

Abstractive Indonesian Text Summarization Model

A deep learning-based Indonesian text summarization system that combines BERT and GPT-2 in an encoder-decoder architecture, fine-tuned on local news datasets to generate high-quality abstractive summaries with improved ROUGE metrics.

Python PyTorch Huggingface

Live Demo Code

BERT-Based Model for Detecting Depression in User Texts

A BERT-based depression detection system that classifies user-generated text for signs of depression by leveraging contextual embeddings, achieving high accuracy through fine-tuning on annotated mental health datasets.

PyTorch OpenCV ONNX Flask

Live Demo Code

NLP Text Analysis Suite

Advanced natural language processing toolkit with sentiment analysis, entity recognition, and text classification using transformer models.

Hugging Face Transformers Python Scikit-learn

Live Demo Code

Predictive Analytics Dashboard

Interactive dashboard for time series forecasting and predictive analytics with real-time data visualization and automated insights.

TensorFlow JavaScript Python Flask

Live Demo Code

AI Recommendation Engine

Personalized recommendation system using collaborative filtering and deep learning to enhance user experience across e-commerce platforms.

PyTorch Scikit-learn MLflow Azure

Live Demo Code

Get In Touch

I'm always interested in new opportunities and collaborations. Whether you have a project in mind or just want to say hello, feel free to reach out!

ardavamuhammad@gmail.com LinkedIn GitHub