AI & Data Science
M.Tech student building reproducible deep-learning, computer-vision, and data-driven software—with a focus on transparent evaluation, useful interfaces, and responsible engineering.
About
Based in Andhra Pradesh, India, I study Artificial Intelligence and Data Science at Kakinada Institute of Engineering & Technology.
I enjoy turning technical ideas into clear, testable projects. My current work spans self-supervised image fusion, natural-language processing, machine-learning applications, and the architecture of AI-native knowledge platforms.
Reproducibility matters to me: documented assumptions, versioned configurations, automated checks, and honest limits are part of the result—not afterthoughts.
Selected work
Academic, research, and product-oriented work across machine learning and web engineering.
An educational, self-supervised image-fusion implementation inspired by DeFusion. The repository includes a compact PyTorch CUD network, classical baselines, a Streamlit demo, command-line workflows, automated tests, and reproducible evaluation guidance.
A maintained reconstruction of a five-member final-year project. The Flask app uses NLP preprocessing and a transparent engagement formula to rank fictional sample influencer profiles, with validation, tests, and responsible-use notes.
A responsive React marketing site built with a reusable component system, routing, light and dark modes, motion, structured SEO metadata, and GitHub Pages deployment support.
An in-development architecture for storing knowledge in a canonical semantic model and rendering synchronized human and AI views. The concept covers import, semantic search, provenance, memory, verification, publishing, agents, and developer APIs.
Education
Formal study supported by project work in deep learning, NLP, cloud computing, and application development.
Kakinada Institute of Engineering & Technology · Current student
Kakinada Institute of Engineering & Technology · CGPA 7.64 / 10
Credentials
A concise selection focused on machine learning, data engineering, cloud, and AI.
Altair RapidMiner Academy
Altair RapidMiner Academy
Microsoft
AWS Academy
AWS Academy
IBM Developer Skills Network
Contact
I welcome conversations about machine learning, computer vision, research projects, open-source work, and early-career opportunities.