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preettaneja/README.md

Hi, I’m Preet Taneja 👋

AI & Data Science undergraduate at NIIT University

I build explainable ML, automated workflows and products people can actually use.

Portfolio Location University Focus


🌱 About Me

I like problems where the data is messy, the stakes are real, and the answer has to be explainable to a human at the end of it. Most of my work sits at that intersection — a pillbox that proves a dose was taken, a map that shows where the next tiger conflict is likely, a sales system that turns guesswork into forecasts.

🎓 Studying AI & Data Science at NIIT University
🔭 Currently building A self-hosted, voice-AI-enabled CRM automated with n8n
🧠 Researching Conversational explainable AI (XAI)
🌍 Based in Gurugram, India
💬 Ask me about Explainable ML, workflow automation, IoT dashboards, product engineering

🚀 Featured Projects

Project What it does Stack
Smart Pillbox IoT medication monitoring with a live adherence dashboard Python Streamlit ThingSpeak
Tiger Conflict Intelligence Hub Map-driven early-warning system for human–wildlife conflict Node.js Express Leaflet SQL
SYNAPSE B2B automotive sales platform with forecasting and analytics Node.js Express MySQL
Portfolio Motion-driven personal site, deployed on Vercel Next.js React TypeScript Tailwind
Fuel Optimization Constrained route optimisation with Lagrange multipliers Python Calculus
Laplacian Image CDLL Edge detection driven by a custom pointer-based pixel structure Python OpenCV
XR Haptic Glove Wearable concept that gives the metaverse a sense of touch XR Haptics

🛠️ Tech Stack

Languages

Python JavaScript TypeScript SQL R HTML5 CSS3

Data & Machine Learning

Pandas NumPy OpenCV Streamlit Altair

Web & Product

Next.js React Node.js Express Tailwind CSS Leaflet

Infrastructure & Tools

Docker PostgreSQL MySQL n8n Git Vercel Arduino


🎯 Focus Areas

Area What that means in practice
🔍 Explainable ML Models that can justify their output, not just produce it
⚙️ Workflow automation Removing the manual steps between data arriving and a decision being made
📡 IoT & sensing Turning physical signals into dashboards people trust
🧩 Product engineering Shipping the whole thing — backend, interface and the story around it

📈 On GitHub

Followers Stars Repositories


🤝 Connect

Portfolio GitHub


Building things that explain themselves.

Popular repositories Loading

  1. Pillbox-Live Pillbox-Live Public

    IoT-connected smart pillbox with a live Streamlit dashboard for medication adherence monitoring, powered by ThingSpeak sensor data.

    Python

  2. fuel-optimization-lagrange fuel-optimization-lagrange Public

    Optimize delivery fuel usage using Lagrange Multipliers in Python.

  3. laplacian-image-cdll laplacian-image-cdll Public

    Image processing using Laplacian operators and Circular Doubly Linked List in Python.

  4. xr-haptic-glove xr-haptic-glove Public

    A conceptual design for XR-based haptic glove for metaverse applications.

  5. Tiger-Conflict-Intelligence-HUb Tiger-Conflict-Intelligence-HUb Public

    Tiger conflict data integration and visualization platform for analyzing risk zones, past incidents, and future conflict prevention.

    JavaScript

  6. B2B-sales-platform B2B-sales-platform Public

    SYNAPSE 1.0 — Digital Sales Software for Vasus Brakes India, a B2B automotive parts platform with product catalog management, inventory tracking, order automation, demand forecasting, and analytics.

    JavaScript