SURYA

About
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Surya Dharma Putra

Data Scientist & Data Analyst

I’m a fifth-semester Data Science student at Bina Nusantara University (BINUS University). I love working with data, from exploration to modeling to turning insights into real outcomes. My interests include machine learning, SQL, and deep learning. I’m currently learning text mining, NLP, Power BI, and prescriptive analytics.

About

I like finding patterns in data and turning them into clear visuals and usable tools. Right now I'm learning and building around text mining and NLP, while improving my Power BI and prescriptive analytics skills. I enjoy practical projects where models and insights are easy to explain and demo.

Skills

Python R (basic) SQL Machine Learning Deep Learning PyTorch Keras/TensorFlow Scikit-learn OpenCV YOLO Pandas NumPy Matplotlib Seaborn EDA Reproducibility Reports Excel Text Mining (in progress) NLP (in progress) Power BI (in progress) Tableau (in progress) Prescriptive Data Science (in progress) AWS (theory)

Projects

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viadv2-yolov11

YOLOv11 object detection on ViadV2 dataset.

MITYOLOHuggingFace

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sh17-yolov11

YOLOv11 PPE detection (SH17 dataset).

MITYOLOPPEHuggingFace

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pistachio-gan-pytorch

Generative Adversarial Network on Pistachio dataset.

PyTorchGAN

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pistachio-autoencoder-keras

Autoencoder anomaly detection for Pistachio defects.

KerasAutoencoder

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energy-consumption-forecasting-keras

Energy consumption forecasting (ANN, Keras).

KerasANNForecasting

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air-quality-lstm-forecasting-keras

Air quality time-series forecasting with LSTM (Keras).

KerasLSTMForecasting

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loan-approval-ml-app

Loan approval prediction — classic ML app.

Scikit-learnAppClassic ML

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brain-tumor-mri-alexnet

MRI brain tumor classification using AlexNet-style CNN.

PyTorchCNN

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Movie Recommender System

Content-based and collaborative filtering recommender system for movies, with evaluation and reporting (PDF).

Classic ML Reports Recommender System

View on GitHub

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csrnet-crowd-counting

CSRNet-style crowd counting model (in progress).

PyTorchCNNIn Progress

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anime-reviews-text-mining-2020-2024

Jikan v4 reviews mining & summarization (in progress).

NLPText MiningIn Progress

Contact

Open to internship

Based in Jakarta, Indonesia. Feel free to reach out for collaborations, internships, or part-time opportunities.

Email me Call me Resume (PDF)