SP DSAC Yearlong Internship

Introduction

While interning in Singapore Polytechnic Data Science Analytics Centre (DSAC) for 1 year (Mar 2023 - Jan 2024), I have learned and experience real life projects for actual clients needing solutions for their businesses.

DSAC Vision

It is a center where the aim is to assist businesses in developing digital capabilities and undergoing digital transformation.

Skills Acquired

My internship at DSAC has equipped me with the following skills:

Dashboarding

• Microsoft PowerBI
• Google Looker Studio

Web Frameworks

• Python Dash
• Python Flask

Low Code Platforms

• Google’s Appsheet
• Microsoft PowerApps
• Microsoft Power Automate
• Microsoft Sharepoint

Cloud

• AWS Compute Capacity (EC2)
• Azure Virtual Machines

Statistical algorithms

• RFM Analysis (Recency, Frequency and Monetary Analysis)
  • Used to segment customer base via those 3 metrics
• Customer Churn
  • Used to measure the proportion of individuals moving from a category over a specific period
• Market Basket Analysis
  • Used to identify trends within customer invoices to identify patterns among purchases.
• Various algorithms

Others

• Python-docx
  • Used to manipulate Microsoft word documents.
• Office365-REST-Python-Client 2.5.8
  • Used to interact with Microsoft Sharepoint and Microsoft Outlook APIs.
• Aiding, troubleshooting and maintaining on-premise server with VMware Solutions (VMware VCenter & VMware ESXIs).
• Troubleshooting on-premise network devices.

Projects Involved

Permission granted to share the following projects:

• PPE Detection System (Created a full stack solution using Flask) Developed a full stack solution using Flask to detect PPE compliance using a live feed RTSP camera connected in the network.

Events Attended

I took on the responsibility of manning the booths and actively promoted DSAC’s services to event attendees at the following notable conferences:

• Bex Asia 2023
• ITAP 2023
• SWITCH 2023