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Focusing and Fun
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Focusing and Fun
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Puneetas015/README.md

Hi there, I'm Puneet Tiwari 👋

Typing SVG

I am a final-year Electronics and Communication Engineering undergraduate at SVNIT Surat with a core focus on Data Engineering, Machine Learning architectures, and production pipelines. I enjoy taking theoretical concept mechanics and scaling them into practical software setups.

Currently, I'm working at SRK (Shree Ramkrishna Exports) while wrapping up my technical foundations and engineering degree.

🛠️ Tech Stack & Tools

Languages & Frameworks Python JavaScript C++ Node.js TypeScript FastAPI

AI & Deep Learning PyTorch LLMs & RAG Pandas OpenCV MediaPipe

Tools & Databases Git MySQL SQLite SQL

🚀 Featured Project: NovaFix AI

NovaFix AI A sophisticated, locally-optimized neural portrait studio pipeline built to scale low-resolution images into studio-grade photography without over-processing artifacts.

  • Tech: Python, GFPGAN v1.3, Real-ESRGAN, MediaPipe Selfie Segmentation, OpenCV
  • Features: Native facial geometry reconstruction, full-frame background upscaling consistency, and a custom Neural Bokeh step utilizing precise semantic masking for cinematic depth.

GitHub Streak

🎬 Fun Fact

I closely analyze structural patterns, editing variations, and storytelling methodologies in cinematography. This habit of isolating granular details directly maps onto how I structure data pipelines and handle core execution debugging when code breaks under complex workloads.

📫 Get in Touch

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  1. Agribot Agribot Public

    An intelligent digital companion for farmers and agricultural enthusiasts, leveraging machine learning to deliver real-time crop recommendations and precise plant disease diagnostics (including CNN…

    Python 1

  2. strinja-shop strinja-shop Public

    A simple and user-friendly e-commerce web application that allows users to browse products, view details, and experience a smooth shopping flow. The project focuses on clean UI, basic backend logic…

    JavaScript

  3. zomato-recommender zomato-recommender Public

    A data-driven recommendation system that suggests restaurants based on user preferences and similarity metrics. The project involves data cleaning, exploratory analysis, feature extraction, and rec…

    Python

  4. NovaFix_AI NovaFix_AI Public

    NovaFix AI is a high-performance image restoration and portrait enhancement pipeline. It leverages state-of-the-art Deep Learning models to transform casual, low-quality photos into professional st…

    Python 1

  5. FluxLink_Core FluxLink_Core Public

    A smart system that connects the dots between messy customer data. It automatically recognizes when different orders belong to the same person—even if they use a new email or phone number—and organ…

    TypeScript

  6. IOT_Smart_Garden IOT_Smart_Garden Public

    Automated Smart Irrigation System with ESP32, Hysteresis Logic, and Fail-Safe Protection

    C++