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vedz111/README.md

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Pre-final year CSE student β€’ Full Stack Dev β€’ ML Researcher

πŸ“ Bengaluru, India
🧠 Research-driven ML & Scalable Systems
πŸŽ“ Distinction Award Scholar


πŸ’« About Me

I’m a 6th-semester Computer Science student at PES University (Batch of 2027) passionate about Full Stack Development, Cybersecurity, and Machine Learning.

I love building things that sit at the intersection of design, security, and intelligenceβ€”from crafting intuitive full-stack web apps to research-grade ML pipelines.

Currently:

  • 🧠 Analyzing seasonal brain activity using Transformers (BrainLM) on fMRI data
  • πŸ” Exploring Network Security protocols and Agentic AI workflows
  • πŸ“ Co-authoring 3 research papers
  • πŸ‘©β€πŸ« Teaching Assistant for DDCO (Digital Design & Computer Organization)

πŸ’» Tech Stack

Languages

C Python JavaScript SQL HTML5 CSS3

Frameworks & Tools

React Node.js FastAPI AWS Docker Git

Databases

Postgres MongoDB Redis Neo4j


🧠 Experience

πŸ”¬ Summer Intern β€” Centre for Healthcare Engineering & Learning (cHeal), PESU

  • Developed a multimodal ML pipeline for the binary classification of eating disorders.
  • Integrated fMRI data with clinical questionnaires using optimized Logistic Regression models.
  • Applied SHAP for interpretability & biomarker discovery.
  • Co-authoring a research paper (in progress).

πŸ‘©β€πŸ« Teaching Assistant β€” Digital Design & Computer Organization

  • Mentored 120+ students through labs, evaluations, and concept building.

πŸš€ Projects

🌸 Seasonal Changes in Brain Activity (Capstone)

Deep Learning β€’ Transformers β€’ Python

  • Modeling seasonal brain connectivity using the BrainLM architecture.
  • Processing longitudinal fMRI data from the Simon and Kirby datasets.
  • Visualizing neural network variations via SPIDER-NET.

πŸŽ€ MediaHub Tracker

FastAPI β€’ React β€’ MySQL

  • Full-stack media tracking platform with complex relational schemas.
  • Implemented stored procedures & triggers for automated analytics.
  • Engineered 30-day intelligent API caching.

πŸ’» CPU Resource Monitor

C β€’ Python β€’ Agile

  • Modular system monitoring dashboard created via a 3-sprint Agile workflow.
  • Implemented rule-based real-time alerts and resource visualization.
  • Delivered strictly within the project lifecycle timeline.

πŸ† Achievements

  • πŸŽ“ Distinction Award Scholarship
  • πŸ‘©β€πŸ’Ό Class Representative
  • ☁️ AWS Certified (EC2, VPC)

πŸ’Œ Reach Me

LinkedIn Gmail


πŸ’– Building things that matter, one system at a time πŸ’–

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