Available for internships & junior data roles

Ahlume Lihle
Ngcingane

Data Analyst | Data Consultant

Data-driven professional with a strong foundation in analytical thinking and problem-solving. I transform raw data into meaningful insights that support informed decisions and drive impactful outcomes.

Projects
4+

Completed

Years
3+

Learning

Passion
100%

For data

Ahlume Lihle Ngcingane — professional portrait

Now

Building data fluency

Open to work

About Me

Driven by curiosity.
Powered by data.

A goal-driven analyst who believes the best insight comes from sharp thinking, not just sharp tools.

Growth Journey

Skill confidence over time

+80 pts

Tracked self-assessment of analytical skill across years of focused study.

I am a data goal-driven Analyst with passion. I have developed a strong interest in how data can be used to explain patterns, support decisions, and solve real problems.

What draws me to data analytics isn't just the tools — it's the thinking behind it. I enjoy breaking down problems, asking the right questions, and finding meaning in data that isn't always obvious at first glance. My background trained me to think logically and work through complex problems, and I now apply that same approach when working with data.

I've been intentionally building my skills in SQL, Python, Power BI, Databricks, Snowflake, BigQuery and Excel — not just to learn them, but to understand how they connect in real-world scenarios. Each project is an opportunity to improve how I structure analysis, communicate insights, and create solutions that are actually useful.

I'm particularly interested in growing within data analytics and AI-driven environments where I can contribute, learn fast, and continuously refine my ability to turn data into impact.

Logical Thinking

Trained to break down complex problems and ask the right questions before reaching for tools.

Insight First

I look beyond the obvious — finding meaning in data that isn't always visible at first glance.

Built for Impact

Every project is an opportunity to refine how I structure analysis and turn data into outcomes.

Skills & Values

Tools that turn questions into answers.

Analytical Thinking

Breaking complex problems into clear, structured questions before reaching for tools.

Problem Solving

Approaching every dataset with curiosity and a methodical, outcome-focused mindset.

Data Storytelling

Turning numbers into clear narratives that decision-makers can act on with confidence.

Passion & Growth

Continuously sharpening my craft — driven by genuine love for data and lifelong learning.

Skill Profile

Strength across the data stack

Self-assessed

A balanced profile — strongest in Excel and SQL, with growing depth in Python and BI.

Practice Hours

Where my reps go

Last 12 months

Excel and SQL still anchor my workflow; Python is rising quickly.

Technical Stack

Proficiency
SQL
85%
Python
80%
Power BI
82%
Databricks
70%
Snowflake
68%
BigQuery
70%
Excel
90%

Featured Projects

Work that moved the needle.

Click any project to explore the full story — description, tools, outcomes and supporting charts.

Project 01Business Intelligence

Bakehouse Sales Analytics Dashboard

Interactive multi-franchise sales dashboard tracking $66K+ in revenue across 48 bakehouse locations, with automated insights and drill-down filters.

ReactTypeScriptRechartsTailwindLovable Cloud

Outcome

Replaced static reports with a live, filterable dashboard for 48 franchises.

View
Project 02Segmentation

Customer Insights Analysis

Analysed customer behaviour and segmented audiences to surface actionable insights for stakeholders.

SQLPythonPandasMatplotlib

Outcome

Generated actionable customer insights driving smarter targeting.

View

More Projects

Sharpening the craft.

Project 03Data Engineering

Data Cleaning with Python

Cleaned and transformed messy datasets with Pandas — handling missing values, duplicates and inconsistencies.

PythonPandasNumPyJupyter

Outcome

Produced reliable, analysis-ready datasets at scale.

View
Project 04Reporting Automation

Excel Reporting Dashboard

Automated weekly reports using pivot tables and formulas — reducing manual effort and improving turnaround.

ExcelPivot TablesPower QueryVBA

Outcome

Streamlined reporting workflow and saved hours weekly.

View

Professional Track Record

The next chapter is open.

Readiness Index

Building toward role-ready

88% Ready

A composite of project completion, tool fluency and applied learning across the year.

Ready for my first role in data

Actively seeking opportunities where I can apply analytical skills, contribute to real projects, and learn from experienced teams.

Open to

  • Internships
  • Junior Analyst
  • Data Consultant
  • BI Developer
Let's Talk

Intellectual Foundation

Where the thinking was forged.

Tertiary

BSc in Computer Science

University of the Western Cape

A foundation in algorithmic thinking, software systems and computational problem-solving — the bedrock of how I approach data today.

Coursework Mix

Secondary

Matric

Subjects & strengths

Strongest in Mathematics — the foundation of analytical work.

Professional Milestones

Always learning. Always shipping.

JavaScript CodeX Course

Certificate of Completion

Completed

Future Certification

Reserved for upcoming credentials in data & AI.

Future Certification

Reserved for upcoming credentials in data & AI.

Network & Outreach

Let's build something data-driven.

Whether it's an opportunity, collaboration, or just a conversation about data and AI — my inbox is open.

Average Response Time

~4h avg

Hours to first reply, by day of week. Weekdays are fastest — but I check often.