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🚀 Building AI-powered applications & full-stack systems
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🚀 Building AI-powered applications & full-stack systems

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MAYANK479/README.md
Mayank Pandey — CSE AI and ML student, AI/ML and full-stack developer

Building intelligent systems, practical AI applications, and scalable full-stack products.



GitHub  LinkedIn  Email


About Me

I’m a Computer Science & Engineering student specializing in Artificial Intelligence & Machine Learning at VIT Bhopal University. I enjoy building practical AI systems and full-stack applications that solve real-world problems — from real-time fraud detection and career intelligence platforms to computer vision and NLP models.


Currently Building

AI-Powered Applications  ·  Scalable Full-Stack Systems  ·  Machine Learning  ·  Data Structures & Algorithms

⚙️ Tech Stack

AI & Machine Learning

Python scikit-learn TensorFlow Pandas NumPy OpenCV

Backend & Infrastructure

Java Spring Boot Node.js FastAPI PostgreSQL Docker

Frontend Development

React Next.js Vite JavaScript


🚀 Featured Projects

Real-time hybrid fraud detection platform combining heuristic rules and machine learning with a microservice architecture.

Stack: Spring Boot, FastAPI, Next.js, PostgreSQL, XGBoost, Docker, WebSockets

Full-stack AI career platform for ATS resume analysis, job matching, mock interviews, and personalized career roadmaps.

Stack: React, Vite, Node.js, Express, Ollama, Qwen

AI-powered expense management platform featuring receipt OCR, budget alerts, and CSV bank statement parsing.

Stack: React, Node.js, Express, PostgreSQL, AI Integrations

Comparative deepfake detection study evaluating multiple deep learning architectures across various datasets.

Stack: Python, VGG16, LSTM, MTCNN, InceptionV3


🧠 AI / ML Work

Domain Project Overview
Computer Vision Smart Surveillance Real-time object detection and crowd activity tracking using YOLOv8 and DeepSORT.
Deep Learning Deepfake VGG16 Real vs Fake facial classification using MTCNN-based face detection and VGG16 transfer learning.
NLP Text Classification NLP pipelines using TF-IDF and traditional ML (SVM, Naive Bayes) on IMDB and Sentiment140 datasets.
NLP Sarcasm Detector Headline sarcasm classification focusing on source-domain features and confusion matrix analysis.
Data Mining Student Performance UCI dataset analysis achieving 93.28% accuracy using Decision Trees, Apriori, and OLAP.

🏆 Achievements

  • Top 200 (out of 1400+ teams) — Shell Data Science Hackathon
  • Top 200 (out of 1200+ teams) — Zelestra Data Science Hackathon
  • School Head Boy — Universal Convent Senior Secondary School

📈 GitHub Activity

I am actively building, learning, and tracking my development progress here on GitHub. My contribution graph below speaks for my consistency!


Building, learning, and shipping — one project at a time.

Thanks for visiting my profile!

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  1. SentinelAI SentinelAI Public

    A real-time fraud detection platform combining heuristic rules and machine learning (XGBoost/Random Forest). Features a Spring Boot backend, FastAPI ML service, and a Next.js live monitoring dashbo…

    TypeScript 1

  2. careerpilot-ai careerpilot-ai Public

    Full-stack AI career platform with ATS resume analysis, job matching, cover letter generation & mock interviews. Powered 100% free by local AI (Ollama + Qwen3). Built with React 19, Vite & Node.js.

    JavaScript 1

  3. smart-expense-tracker smart-expense-tracker Public

    Developed an enterprise-grade full-stack expense tracker in React 18, Express, and PostgreSQL featuring Gemini AI receipt OCR, monthly budget alerts, CSV bank statement parsing, and 100% integratio…

    JavaScript 1

  4. deepfake-detection-comparison deepfake-detection-comparison Public

    A deepfake image detection project comparing VGG16+MTCNN, CNN, LSTM, CNN+LSTM, InceptionV3, and Attention-based models across two datasets.

    Jupyter Notebook 1

  5. Smart-Surveillance-Project Smart-Surveillance-Project Public

    A computer vision project for real-time smart surveillance using YOLOv8 and DeepSORT to detect and track people, monitor crowd activity, and analyze motion patterns.

    Jupyter Notebook 1

  6. Text-Classification Text-Classification Public

    Reproduction of NLP sentiment analysis project using IMDB + Sentiment140 datasets with Multinomial Naive Bayes, SVM, Logistic Regression, and NBSVM. Includes preprocessing, TF-IDF pipeline, evaluat…

    Python 1