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adylagad/README.md

👋 Hi, I'm Aditya Lagad

MS in Computer Science @ USC (Viterbi)
Machine Learning • Backend Engineering • AI Automation • Full-Stack Development
Ex-Bajaj Finserv Health (Software Engineer and Software Engineer Intern) • Ex-CuriousJr (Software Engineer Intern)

I work at the intersection of AI, data, and scalable systems — building products that combine
real-world APIs, ML pipelines, and automation workflows to solve impactful problems.


🚀 What I'm Working On

  • ML pipelines for classification, imbalance handling, and model evaluation at scale
  • Interactive portfolio website showcasing academic + industry work
  • Backend architectures using Java, Spring Boot, and cloud deployments

🧠 Interests

  • Applied Machine Learning & Evaluation
  • Systems Design & Cloud-Native Engineering
  • AI-driven Automation (n8n, Lovable, OpenAI)
  • Hackathons & rapid prototyping

🛠 Tech I Use

Languages: Java, Python, TypeScript, SQL
ML/AI: Scikit-Learn, Statsmodels, XGBoost, PCA, SMOTE
Backend: Spring Boot, Node.js, Express
Frontend: React, Next.js, Tailwind
Cloud/DevOps: Azure (AKS), Docker, GitHub Actions
Tools: n8n, Lovable, OpenAI APIs


📌 Featured Work

  • Smart Energy Optimization App – Real-time grid risk scoring + dashboard (Meteo + EIA + n8n)
  • APS Failure Prediction Pipeline – Imbalanced industrial dataset using RF/XGBoost
  • Breast Cancer ML Suite – supervised, semi-supervised & clustering approaches
  • Sequence Alignment (CSCI 570) – algorithmic dynamic programming project

🌐 Connect With Me


🧩 GitHub Stats

Aditya's GitHub Stats


Thanks for stopping by! If you want to collaborate on ML projects, hackathons, or backend systems, feel free to reach out.

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  1. CSCI-561_Genetic-Algorithm CSCI-561_Genetic-Algorithm Public

    Genetic Algorithm framework for solving the Traveling Salesman Problem (TSP) using evolutionary computation techniques.

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  2. CSCI-570_Sequence-alignment CSCI-570_Sequence-alignment Public

    A comprehensive implementation of DNA sequence alignment algorithms using dynamic programming.

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  3. adylagad.github.io adylagad.github.io Public

  4. adylagad adylagad Public