Research at NxTech

Questions worth building answers to.

Member-led teams exploring AI, IoT, security, web and data — from first idea to prototype to publication.

🔓 Free members can read project summaries and public reports.
⭐ Paid members can join teams, get mentorship and co-author papers.
Compare memberships

Projects

Current & past research

Sample projects — replace with your club's real work.

IoT & EmbeddedIn progress

Smart Campus Energy Monitor

Sensor nodes that track power use across buildings and visualise it live.

ESP32MQTTGrafana
70% complete · 6 members
AI & MLIn progress

Low-resource Language Chatbot

Fine-tuning small language models to support regional languages with limited data.

PythonPyTorchHugging Face
45% complete · 5 members
CybersecurityIn progress

Student App Vulnerability Scanner

A tool that checks campus web apps for common security misconfigurations.

PythonOWASPDocker
85% complete · 4 members
AI & MLOpen to join

Crop Disease Detection from Leaf Photos

Train a lightweight vision model that runs on a phone for farmers in low-connectivity areas.

TensorFlow LiteComputer Vision
10% complete · 3 of 6 seats filled
Web & AppsOpen to join

Accessible Campus Navigation PWA

An offline-friendly map with voice guidance and step-free route options.

JavaScriptPWAOpenStreetMap
20% complete · 2 of 5 seats filled
CybersecurityOpen to join

Phishing Email Classifier

Compare classical and neural approaches on a new dataset of campus-targeted phishing.

scikit-learnNLP
15% complete · 1 of 4 seats filled
Data ScienceCompleted

Open Dataset of Campus Wi-Fi Usage

Anonymised usage patterns released for planning and coursework.

PandasSQLPlotly
Published · 5 contributors
IoT & EmbeddedCompleted

Low-cost Drone Obstacle Avoidance

Ultrasonic and vision fusion for a hobby-grade quadcopter.

ArduinoOpenCV
Presented at a student symposium · 4 contributors

Output

Papers, posters & demos

Sample entries — add your real publications here.

  • 2026

    Sensor Fusion for Low-cost Drone Obstacle Avoidance

    Student Tech Symposium · Poster & live demo

    Poster
  • 2026

    A Campus Wi-Fi Usage Dataset for Educational Use

    Open data release · Public repository

    Dataset
  • 2025

    Detecting Common Misconfigurations in Student-built Web Apps

    Inter-college hackathon · Winning project

    Hackathon

How it works

From idea to impact in four stages

  1. 1

    Ideate

    Pitch a problem or pick an open one from the board.

  2. 2

    Propose

    Draft a short plan with a mentor: goals, scope, timeline.

  3. 3

    Build

    Prototype, test and iterate with weekly check-ins.

  4. 4

    Share

    Write up, present and publish what you learned.

Want a seat on a research team?

Paid memberships unlock project teams, mentorship and co-authorship. Sign up first, then choose a plan from your dashboard.

Create your account