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MridulTailor/README.md

mridultailor

Data-centric full-stack engineer building ML-driven systems, distributed data pipelines, and scalable web platforms.

Tech Focus:

  • Full-Stack: React · Flutter · Next.js · Node.js · Django · GraphQL
  • ML/AI: TensorFlow · PyTorch · NLP · CV · RL
  • Data/Infra: PySpark · Databricks · Airflow · ETL · SQL
  • Cloud/DevOps: AWS · Azure · Docker · Kubernetes · CI/CD

Portfolio: https://www.mridul-tailor.vercel.app
LinkedIn: https://www.linkedin.com/in/mridul-tailor
Email: mtailor729@gmail.com

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  1. education-fines-analysis education-fines-analysis Public

    Machine learning analysis of U.S. Department of Education fines (2010-2019) using regression and classification models. Includes time series analysis, statistical testing, and predictive modeling w…

    Python

  2. filesharingapp filesharingapp Public

    Secure file sharing platform built with FastAPI, React 19, TypeScript, SQLModel, TanStack Router/Query, and CI/CD via GitHub Actions.

    TypeScript

  3. knowledge-vault knowledge-vault Public

    A modern, full-featured personal knowledge management system built with Next.js, GraphQL, and Prisma.

    TypeScript

  4. llm-codegen-lora-finetuning llm-codegen-lora-finetuning Public

    Efficient fine-tuning workflow for a code-generation model, comparing full GPT-2 training with LoRA, including dataset curation, training, evaluation, and analysis.

    Jupyter Notebook

  5. movie-recommender-ab-testing movie-recommender-ab-testing Public

    End-to-end movie recommendation system with hybrid collaborative filtering and simulated A/B testing framework to measure engagement impact

    Jupyter Notebook

  6. pdf-rag-chatbot pdf-rag-chatbot Public

    A production-ready RAG (Retrieval-Augmented Generation) system for PDF question-answering. Uses sentence-transformers for embeddings, Qdrant for vector storage, and Llama 3 via Ollama for generatio…

    Python