Manin Orange BG

Architecting systems at 10x velocity. I design the blueprints,

orchestrate AI to build Full Stack Web Apps and Software

systems with precision

01/ Full Stack Web Apps

Practical IoT Projects

Software Systems

© 2026

21'

(01)

(About Us)

© 2026

(01)

(About Us)

Men Red BG

(Pre)

Deconstructing complex business logic into clean, deterministic architectures before touching a prompt. I map data models, define API contracts, and design intuitive UI flows to ensure every system is built on a foundation.

(+Post)

Accelerating delivery through modern AI-assisted engineering and hands-on technical rigor. Every API endpoint, responsive component, and connected service is vetted for deterministic stability, sub-second latency, and intuitive ergonomics.

(=Results)

Systems Engineered

11+

Project Leadership Track

100%

(02)

(Portfolio)

© 2026

(02)

(Portfolio)

(03)

(Premium Services)

© 2026

(03)

(Premium Services)

01

Edge hardware system

IoT & Edge Systems

Sensors to production

From ESP32 sensor polling to Raspberry Pi vision, I connect firmware, hardware, and dashboards into systems that can operate outside the lab.

01

Edge hardware system

IoT & Edge Systems

Sensors to production

From ESP32 sensor polling to Raspberry Pi vision, I connect firmware, hardware, and dashboards into systems that can operate outside the lab.

02

Computer vision system

AI Systems

Deterministic intelligence

I build guardrailed AI workflows with structured outputs, verification layers, voice interfaces, and cryptographic checks—useful when correctness matters.

02

Computer vision system

AI Systems

Deterministic intelligence

I build guardrailed AI workflows with structured outputs, verification layers, voice interfaces, and cryptographic checks—useful when correctness matters.

03

Distributed web infrastructure

Full-Stack Web

Reliable web platforms

I architect decoupled web platforms with React and Next.js, Django or PHP APIs, relational data, cloud storage, and deployment constraints in mind.

03

Distributed web infrastructure

Full-Stack Web

Reliable web platforms

I architect decoupled web platforms with React and Next.js, Django or PHP APIs, relational data, cloud storage, and deployment constraints in mind.

(06)

(Archive)

© 2026

(06)

(Archive)

2022–23

C# / Java Foundations
Woman Front

2022–23

C# / Java Foundations

2023–24

IoT & Desktop Systems
Woman
Watch
Book On The Sea

2023–24

IoT & Desktop Systems

2024–25

Decoupled Web Platforms
Woman Driving

2024–25

Decoupled Web Platforms

2024–25

Campus Infrastructure
Man Side Pose
Man Back Pose

2024–25

Campus Infrastructure

2025–26

HITOVIS Edge Deployment
Women On The Sofa
Villa
Athletes Running

2025–26

HITOVIS Edge Deployment

2025–26

AxiomProof AI
Court

2025–26

AxiomProof AI
Villa
Jarib Sioco
Villa
Jarib Sioco
Villa
Jarib Sioco

(07)

(Stats)

© 2026

(07)

(Stats)

11

Systems Architected

From edge IoT deployments to decoupled platforms, each project starts with architecture and ends with a working system.

6×

Dean’s List

Six consecutive semesters of academic distinction while leading software, networking, and embedded systems projects.

25+

Client Systems

Practical software delivered for student, local, institutional, and commercial clients across multiple domains.

10×

AI-Augmented Velocity

AI orchestration accelerates implementation while architecture, security, performance, and product judgment stay human-directed.

(08)

(Article)

© 2026

(08)

(Article)

(09)

(Frequently Asked Questions)

What can you build?

Do you design the architecture first?

Can you work with hardware and software?

What makes your AI workflow different?

Are you available for a serious build?

(09)

(Frequently Asked Questions)

What can you build?

Do you design the architecture first?

Can you work with hardware and software?

What makes your AI workflow different?

Are you available for a serious build?

(09)

(Frequently Asked Questions)

What can you build?

Do you design the architecture first?

Can you work with hardware and software?

What makes your AI workflow different?

Are you available for a serious build?