Recent Work

A sample of the kind of assignments our developers ship every week. Details generalized to protect student privacy.

Regional Sales Delay Prediction Model

Built a Python regression pipeline predicting delivery delays from a regional sales dataset, including data cleaning, feature engineering, and an evaluation report.

PythonPandasScikit-LearnMatplotlib

Outcome: Delivered with a documented notebook and a written evaluation summary, 36 hours ahead of deadline.

Supply Chain Risk Classifier

Developed a classification model to flag supply-chain risk from a labeled SCM dataset, with hyperparameter tuning and a comparison of three algorithms.

PythonScikit-LearnSeaborn

Outcome: Included a model-comparison writeup the student used directly in their viva defense.

Full-Stack Campus Event Tracker

A React + Node.js + Express web app for tracking campus events, with authentication and a REST API backend.

ReactNode.jsExpressREST API

Outcome: Delivered with a working demo link and setup instructions the student presented live in class.

Network Topology Redesign Lab

Rebuilt a flawed Cisco Packet Tracer topology brief into a working, documented network with subnetting and routing explained step by step.

Cisco Packet TracerSubnettingOSPF

Outcome: Student reported full marks and used the documentation for lab defense questions.

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