Hi there, I'm Satvik Praveen π
I am currently pursuing my Master of Science in Data Science (MSDS) at Texas A&M University, College Station, USA. Iβm deeply passionate about solving real-world problems through data-driven approaches and aspire to become a leading Data Scientist in the industry.
My interests span across Machine Learning, Generative AI, and Computer Vision, and I continuously explore new tools and technologies to enhance my problem-solving capabilities. I believe in first-principles thinking and enjoy the challenge of building solutions from the ground up.
With a solid foundation in tools such as Python, Git, Docker, SQL, Excel, and AWS, I have actively led and contributed to diverse academic and collaborative projects. Beyond coding, Iβm an enthusiastic learner who enjoys tech talks, writing, and sharing knowledge.
π¬ Letβs connect β Feel free to reach out via email or LinkedIn
- π Β Data Science projects involving Python, SQL, Tableau, AWS, and Jupyter Notebooks
- π Β Exploring advanced topics in Gen AI, Large Language Models, and ML Model Optimization
- π Β Enhancing my visualization and reporting skills with PowerBI and interactive dashboards
- π Β Contributing to open-source & collaborative research in AI and Data Analytics
- π§© Applied Machine Learning & Deep Learning
- π Time-Series Analysis & Forecasting
- πΌοΈ Computer Vision, 3D Reconstruction & Spectral NeRFs
- π Visual Analytics, Dashboards & Storytelling
- π§ Natural Language Processing, Transformers & LLMs
- 𧬠Multimodal AI: Vision-Language Models & Prompt Engineering
- π¦ Model Deployment: Streamlit, RShiny, Flask APIs
- βοΈ Cloud Computing & Scalable Workflows (AWS, Colab, HPRC)
- π§ͺ Research Translation: From Academic Prototypes to Applied AI
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βοΈ My Development Environment
- OS: macOS Ventura
- Laptop: MacBook Air M2
- Code Editor: VSCode (highly customized)
- Terminal: Zsh with Oh-My-Zsh (PowerLevel10k)
- Visualization Tools: Tableau, Power BI, Excel
- Workflow: GitHub, Notion, Google Workspace
- Stay Updated With: Product Hunt, Hacker News, Tech YouTube
- π§ Think in First Principles β Break problems down to their fundamentals, then rebuild with insight and intention.
- π Build for Impact β Choose functionality that drives real outcomes and adds measurable value.
- π§© Stay Curious β Embrace ambiguity and remain open to unlearning and relearning as technology evolves.
- π Share to Learn β Document, present, and teach β it strengthens understanding and helps the community grow.
- π§ Prioritize Clarity β In code, design, and communication. Clarity accelerates collaboration.
- π― Be Outcome-Obsessed β Focus on results that empower users, simplify processes, or enable innovation.
- π Own the Craft β Attention to detail isn't optional. A polished build speaks louder than words.
- 𧬠Think Long-Term β Optimize not just for todayβs problems, but for scalability and future evolution.
- π Adapt and Iterate β Embrace feedback, learn from setbacks, and evolve with every iteration. Growth is a process.
When I hit a roadblock in code or thought, I often consult my personal neural network β and sometimes it simply recommends a good coffee break! ββ¨
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