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© 2026 Muhammad Abu Sayeed

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MUHAMMAD ABU SAYEED / EXPERIENCEA RECORD OF WORK & CURIOSITY

Always building.
Always becoming.

Different places.
Different problems.
One thread of curiosity.

THE CONNECTING THREAD / 01

From an interface to the work happening beyond it.

Different disciplines. The same curiosity.
050 / 100
OBSERVEREFRAME
FIG. 01 / SOFTWARE
FOUR PERSPECTIVES. ONE PRACTICE.
THE CHAPTERS / KEEP EXPLORING
A CAREER ISN’T A STRAIGHT LINE.
IT’S A WAY OF SEEING.
Explore selected work
01 / SOFTWARE2026 — Present
Cambridge / Graduate Software Developer

Midsummer Energy

Software with a physical purpose.

A VISUAL STUDY / 01
↳

The point where a person meets a tool. Clarity here connects software to the task at hand.

Conceptual illustration · not an employer system diagram

Writing software for the UK’s solar installer community. Working across the stack on tools that touch real hardware and real roofs.

The context +

Software here sits close to practical work: the tools people use have a relationship to hardware, installation, and the decisions made on site.

WHERE THE ATTENTION GOES
01

Software across the stack

02

Tools for the installer community

03

Connections to physical hardware

From an interface to the work happening beyond it.
CONTINUE EXPLORING / PERSONAL PORTFOLIOExplore my software work
02 / DATA & ANALYSIS2024 — 2026
London / Junior Data Scientist

EmergeIQ Ltd

Make information useful.

A VISUAL STUDY / 02
↳

Information is the starting material. Its structure shapes what can be understood.

Conceptual illustration · not an employer system diagram

Built data pipelines and analytical tooling across three concurrent projects, including a certification database and a desktop application for field use.

The context +

The work connected information processing with usable tools. A database and a field application ask different questions of an engineer, but both depend on making information understandable and available where it is needed.

WHERE THE ATTENTION GOES
01

Data pipelines

02

Certification database

03

Desktop application for field use

From raw information to something a person can use.
CONTINUE EXPLORING / PERSONAL PORTFOLIOExplore retrieval and data systems
03 / COMMUNITYOngoing
East London / Volunteer · Technology & Communications

Stepney Shahjalal Mosque & Cultural Centre

Technology in service of people.

A VISUAL STUDY / 03
↳

The people using a system give it purpose. Their needs are the starting point.

Conceptual illustration · not an employer system diagram

Longstanding involvement building and maintaining systems for fundraising, governance documentation, and design.

The context +

Community technology lives alongside communication and day-to-day organisation. Maintaining the systems matters as much as creating them: people need information they can find, documentation they can use, and design that helps them understand.

WHERE THE ATTENTION GOES
01

Fundraising systems

02

Governance documentation

03

Design & communications

The value of the tool is in the people it helps.
CONTINUE EXPLORING / PERSONAL PORTFOLIOMeet the person behind the work
04 / FOUNDATIONSEducation
London / BSc Computer Science · First Class

Brunel University London

A foundation for asking better questions.

A VISUAL STUDY / 04
↳

A useful starting point: understand the problem before choosing the tool.

Conceptual illustration · not an employer system diagram

A First Class Computer Science degree from Brunel University London: the foundation beneath the software, data, and systems work that followed.

The context +

Computer Science provides a way to reason about systems as well as build them. That foundation connects the disciplines here: understanding a problem, breaking it into useful parts, and making the relationships between those parts clear.

WHERE THE ATTENTION GOES
01

Computer Science

02

First Class degree

03

Systems & problem solving

Understanding why a system works, as well as how.
CONTINUE EXPLORING / PERSONAL PORTFOLIORead my engineering notes
WHAT CONNECTS IT ALL

Understand deeply.
Build thoughtfully.
Make it useful.

THE TOOLKIT

Different tools.
Connected thinking.

Frameworks, foundations, and the
systems that bring them together.

01THE ENGINEERING LENS

Turn information into understanding.

Models are one part of the system. Useful AI also needs context, orchestration, and an interface that makes its output understandable.

01Documents→
02Model + context→
03Structured insight
DISCIPLINE / 01

AI/ML Frameworks

  • 01LangChain
  • 02OpenAI API
  • 03Anthropic Claude
  • 04Hugging Face
  • 05LlamaIndex
FROM THE PERSONAL PROJECT ARCHIVELLM-Based Document Intelligence System
STILL CURIOUS.
STILL BECOMING.

The next chapter?
Let’s build it.

Software, thoughtful systems, or an idea worth exploring.
A good conversation is a good place to start.

Let’s talk
01 / THE EVIDENCEExplore the work 02 / THE PERSONA little more about me
REFERENCES AVAILABLE ON REQUEST