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preetsojitra2712/README.md

Hi there, I'm Preet Sojitra πŸ‘‹

πŸ’‘ About Me

  • πŸŽ“ MSCS @ UC Riverside | Focus: Machine Learning & AI
  • πŸ”¬ Passionate about intelligent systems, model optimization, and cloud-native ML infrastructure
  • 🧠 Working on bias analysis in Vision-Language Models and predictive autoscaling for AI
  • πŸ” Interested in generative models, semantic search, and AI deployment on Kubernetes
  • πŸ“« Always up for meaningful ML collaborations and open-source AI contributions

βš™οΈ Skills

Programming Languages:
Python, C++, SQL, Bash

Machine Learning & AI:
Diffusion Models, Transformers, VLLMs, Supervised Learning, Semantic Search

Cloud & DevOps:
AWS, CloudLab, Kubernetes, Docker, HPA, EKS

Frameworks & Libraries:
PyTorch, TensorFlow, Scikit-learn, LangChain, FastAPI

Databases:
MongoDB, MySQL, PostgreSQL


πŸ“‚ Featured Projects

  • 🧬 Gravitational Lensing Generator using DDPM – Realistic astrophysical image synthesis using diffusion models
  • πŸ”Ž Semantic Search Engine for Medicine – Crawl, embed, and search online medicine retailers
  • πŸ“ˆ Smart Autoscaler for Kubernetes – ML-based autoscaler with HPA for AI workloads
  • 🧠 VLLM Bias Detector – Automated tool to detect societal biases in vision-language models

πŸ“« Connect with Me


Turning complex ML models into accessible real-world solutions.

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    Jupyter Notebook

  2. University-prediction-for-Masters-student-in-USA University-prediction-for-Masters-student-in-USA Public

    Jupyter Notebook