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Used deep learning to train a CNN + RNN/LSTM on the MS-COCO dataset to automatically generate captions.
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image-captioning's Introduction
I'm a final-year undergraduate student at Carnegie Mellon University, majoring in Information Systems with minors in Machine Learning and Software Engineering. I'm working towards making my mark on the world.
Machine Learning Engineer intern @ ๏ฃฟ (2 x @ ๏ฃฟ)
๐ญ Previously worked as a Machine Learning Engineer and Software Development Engineer intern with geospatial computer vision ML models @ In-Q-Tel, a venture capital firm that delivers cutting-edge technologies to the CIA and other US Government agencies
๐ญ Researching: multi-agent reinforcement learning, graph neural networks, zero-shot dependency parsing
๐ฑ Frequent competitor on Kaggle
๐ฑ Areas of Interest: Computer Vision, Natural Language Processing techniques, Deep Reinforcement Learning
๐ฌ Open to collaborate on or discuss Machine Learning papers/problems/projects
๐ซ Reach me at: rram [at] andrew [dot] cmu [dot] edu
Using Neural Network to Create Bike-Sharing Predictions
Creating, Training, and Deploying a ML Model on AWS Sagemaker
Boston House Price Predictions
Interpreting Dermatalogist AI Results
Applying PCA, Unsupervised Learning to Learn Customer Segments from Data
Titanic EDA, Survival Predictions
Using XGBoost, Deep Learning to Predict Insurance Claims (Kaggle Competition, Capstone Project)
Using CNNs to Create a Dog-Breed Classifier
Face Generation Using Generative Adversarial Networks
Facial Keypoint Detection
Image Captioning with CNNs + RNN/LSTM on MS-COCO Dataset
Landmark Detection & Robot Tracking (SLAM)
Natural Language Processing:
Creating TV Captions/Scripts with RNNs
Deep Neural Networks for Speech Recognition
Hidden Markov Models for Part-of-Speech (POS) Tagging
RNNs for Machine Translation
RNNs for Text Sentiment Analysis
Applying RL to Solve Frozen-Lake Environment Problem
Applying RL to Create A BlackJack AI
Applying RL to Solve Cliff-Walking Environment Problem
Applying RL to Solve OpenAI's Taxi-World Environment Problem
Applying RL to Deep Q-Learning
Applying RL, Deep Q-Learning to Teach A Quadcopter How To Fly
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