Projects & Certifications
Projects
Act Natural
2024-12-07
Because teaching AI to act is exactly as chaotic as it sounds
Bird Classifier on EfficientNet-B2
2023-11-05
This was a project I did for Ruangguru's Engineering Academy Mastering AI Bootcamp, training an image classifier on a bird dataset using EfficientNet-B2.
Wizardry Books Text-Generation
2023-08-15
A character-level Transformer model trained on the Harry Potter books, inspired by Karpathy's video.
Deep Convolutional GAN on MNIST
2023-07-26
An application of the DCGAN model on the MNIST dataset.
Comparative Analysis of Fraud Detection Models
2023-07-10
Comparison of unsupervised learning models for fraud detection in financial transactions.
Predictive Modelling of Changes in GOTO Stock Prices using Historical and Exogenous Data with LSTM and SARIMAX
2023-05-19
Comparison of SARIMAX and LSTM models for predicting stock price changes using historical and social media data.
All-NBA-Predictor
2022-05-26
Predicting All-NBA selections using various machine learning models.
Certifications
Mastering AI Bootcamp
Ruangguru Engineering Academy | 2023
A 2-month bootcamp covering practical Machine Learning and deployment using Fast.API and Gradio.
DataCamp Courses
DataCamp | 2023
Completed courses on Big Data with PySpark, Deep Learning with Python, and Applied Finance in Python.
Deep Learning Specialization
DeepLearning.AI | 2022
Comprehensive course on Neural Networks and their architectures.
DataQuest Tracks
DataQuest | 2021
Completed tracks: Data Scientist in Python, Data Engineer in Python, and Data Analyst in R.
Python for Everybody
Coursera | 2020
First online course series, covering Python basics, Web APIs, and web scraping.