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MediumI am a coder who loves to think solutions out of thin air. I’m passionate about Artificial Intelligence and Machine Learning.
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⚡ Fun fact: I love playing chess. So if you up for a game send me a request at abogutalan.
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⚡ Belief:
Stay hugry, Stay foolish.-- Steve Jobs
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Enhancing my competitive coding skills.
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Specializing in Artificial Intelligence & Machine Learning.
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Developing Full-Stack Web Applications.
- Exploring Web 3.0 | Blockchain | Metaverse technologies.
| Name | Description | Source Code | Takeaway |
|---|---|---|---|
| semantic-search | Semantic search service using OpenAI and Elasticsearch. | Repo | LLM |
| 8-Puzzle-Problem | Implement A* tree search in Java that solves 8-puzzle with the misplaced-tiles heuristics. | Repo | A* tree search |
| image-to-text | Building Custom Deep Learning Based OCR models. | Repo | Image Processing |
| transcribe-tool | Perform AWS Transcribe on an audio file in S3 bucket. | Repo | NLP |
| classify-clothes | Classify images of clothing. | Repo | Tensorflow |
| image-sharpening | Sharpen images with Computer Vision libraries. | Repo | Computer Vision |
| Skin Detection | Finding skin-colored pixels and regions in an image with openCV. | Repo | Computer Vision |
| pacman-AI | This project implements model-based and model-free reinforcement learning algorithms. | Repo | Reinforcement Learning |
| genetic-car-sim | Experimenting how genetic algorithm performs by manipulating mutation rate, increasing elite selection, and applying different mating methods e.g. mate2ptCrossover, mate1ptCrossover, mateUniformCrossover | Repo | Genetic Algorithm |
| videographer-portfolio | Portfolio Website for a Videographer | Repo | Netlify |
| Name | Description |
|---|---|
| Programming Languages | Python, Java, C/C#, Javascript, Ruby, Matlab |
| Servers | Keras, Tensorflow, PyTorch |
| Cloud infrastructure | AWS, Google Cloud Platform, Azure |
| Database | MySQL , PostgreSQL, GraphQL, SQLite |
| Containerization & Deployment | Docker, Kubernetes, Terraform |
| Libraries | Numpy, Jax, Scikit-learn, Pandas, Matplotlib, OpenCV |
| Operating Systems | Linux, Windows, MacOS, Android / IOS |
| Web Technologies & Frameworks | React, Flask, Node.js, D3.js, Express.js, HTML, CSS, Javascript, jQuery/Ajax, Gatsby, Netlify CMS, Bootstrap |
| Others | Github/GitLab, Jira, Confluence, UI/UX, Firebase, Scrum/Agile Workflow |
- Dean's Honour List