Pleasure to e-meet you! :)

⚙️ I am Sam and I specialize in bringing research into production for non-AI/non-tech businesses.

About Me

• 📊 I'm currently a Machine Learning Engineer for a surgical group helping in image segmentation, summarization and physician scheduling.
• 🛠 My work in the industry have been focused on optimizing algorithms for best compute efficiency, resource usage and identifying anomalies in data.
• 🏛️ During my PhD in Computer Science, I specialized in the research of building biometrics systems and identifying security threats in smart devices and wearables via side-channels analysis utilizing machine learning.

Skills

• Programming Languages: C# | Python (Pandas, NumPy, Matplotlib, Scikit-learn, Fast.ai, PyTorch)
• Tools: AWS | Docker | Github Actions
• Other: Data Modeling | Machine Learning | GenAI

Checkout some of my writing:

• Sphere Controller
• Perspective Correction
• Aerial Cactus Identification

📫 Connect with Me

• LinkedIn Profile
• Github URL
• Google Scholar Page

Resume:

Sam_Acharya_04082025