Sanjayram P
I’m an Electronics & Computer Science Engineering student passionate about building intelligent systems, analyzing complex data, and turning research ideas into practical implementations.
I enjoy working at the intersection of AI, Data Analytics, and Software Engineering, where theory meets execution.
🔭 I’m currently working on
Deep Learning projects (GANs, CNNs, supervised image-to-image translation)
Data analytics pipelines using Python, Pandas, SQL
End-to-end ML workflows from preprocessing to evaluation
Research in applied AI for real-world problem solving
🧠 Research Focus
Few-shot learning & embedding space analysis
Medical image translation (SRU-Pix2Pix GAN framework, BraTS dataset)
Eye-tracking analysis for behavioral pattern prediction
Network centrality analysis & structural modeling
I actively explore model architecture design, training optimization, and reproducibility of research papers.
🌱 Currently Learning
Advanced Deep Learning architectures
Model optimization & performance tuning
Cloud-based ML deployment
Scalable system design
💬 Ask Me About
Machine Learning • Neural Networks • Data Analytics • Algorithms • Python • SQL • Research Implementation • AI Model Training
🛠 Tech Stack
Python | C | Java
PyTorch | Pandas | NumPy | Scikit-learn
SQL | MySQL | Git | GitHub
Data Structures & Algorithms
Machine Learning | Deep Learning | NLP
⚡ Fun Fact
I don’t just study concepts — I implement them. If there’s a paper, I try to reproduce it. If there’s a problem, I try to engineer a solution.
