Talal SwatiSenior DevOps Engineer · FounderLet’s talk
Lahore, Pakistan · Working across bordersENGINEERING / WITH INTENTION

I keep
production running.

Talal Yousaf Swati

Senior DevOps & Odoo Engineer
Founder & CEO, DevFusion ↗

Cloud infrastructure. Enterprise ERP.
Engineering decisions I stay accountable for.
From architecture to the people operating it.

Explore my work

I build the systems.
The team. The trust.

I’m the Founder & CEO of DevFusion ↗. My responsibility spans the engineering, the people delivering it, and the relationship with the client.

I turn business requirements into technical decisions, review delivery, and stay accountable after go-live.

Infrastructure that holds.

Cloud architecture, Linux and containers, PostgreSQL, observability, backup and recovery. The operating environment deserves as much care as the deployment.

Cloud / Production / Reliability

ERP that fits the business.

Odoo architecture, customization, re-hosting and migration engineering. Relationships, permissions and the work people need to finish are part of the system.

Odoo / Data / Business workflows

Delivery with an owner.

Client conversations, business development, technical direction and team review. Clear scope, shared context and a practical handover.

Leadership / Decisions / Accountability
July 2026

I made DevFusion my full-time venture.
From delivering the work to building the company behind it.

Work that
holds up.

Real engineering decisions.
What changed. How I checked it.

Recovery validation · 21 October 2026

INFRASTRUCTURE / RECOVERY

A restore is a start.
Recovery is the test.

A database restore was only the beginning. The real question: could people open their attachments and generate their reports?

Attachments restored. Reports verified.

Read the recovery case
Context & challenge
A business ERP needed a recovery environment that preserved files and real application behavior, beyond a restored database.
My role & decisions
I worked on the recovery validation: database-to-file checks, bounded file synchronization, sampled checksums and authenticated application tests.
Validation & outcome
Missing files were repaired. Attachment downloads and generated PDF reports were verified in isolation. The tested recovery baseline became usable; production failover was a separate, unperformed step.

Recorded checks, 21 October 2026: all 64 sampled checksums matched; authenticated attachment downloads and PDF report requests returned HTTP 200. These results describe the tested recovery baseline, not complete historical recovery or production failover. Client and infrastructure details withheld.

Explore the recovery validation map ↗

Odoo migration tooling · 11 September 2026

ODOO / ERP ENGINEERING

Find the trap.
Before the migration.

ERP upgrades change field shapes, relationships, and accounting constraints. Matching record counts cannot tell the whole story.

Known migration traps caught before loading.

Read the migration-analysis case
Context & challenge
Odoo version changes can preserve values while changing the field shapes and constraints a business depends on.
My role & decisions
I developed source-analysis tooling to compare model definitions. Deterministic analysis establishes the differences; AI helps classify implications, followed by source verification.
Validation & outcome
I checked the output against previously encountered accounting and field-shape failures. The tool caught those known traps, making the lessons reusable before another data load.

Recorded outcome, 11 September 2026: all three known migration regression cases were caught by the analysis tool. The checks cover removed fields, changed field behavior and new accounting constraints. This validates the tool against those cases; associated production upgrades remain separate projects.

FusionMind · Retrieval verified 7 November 2026

AUTOMATION / KNOWLEDGE SYSTEMS

The tool changes.
The knowledge stays.

Operational decisions should remain useful when the session ends or the AI interface changes.

Local retrieval tested. Keyword search retained.

Read the FusionMind case
Context & challenge
Operational decisions and engineering lessons were scattered across sessions and AI interfaces.
My role & decisions
I built and maintain FusionMind: shared, versioned operational knowledge and provider-independent workflows. I direct the system’s development with AI-assisted tooling and explicit verification.
Validation & outcome
Local semantic retrieval was evaluated against keyword search on the same question set and improved results within that evaluation. Both methods remain available. Generated drafts stay separate from accepted facts.

Evidence: paired retrieval evaluation and workflow checks. Results describe that evaluation, not universal accuracy or autonomous production control.

Beyond the deployment.

More selected work, from moving an ERP to keeping an international product’s infrastructure dependable.

Enterprise ERP cloud re-hostAugust 2026

A business-critical ERP needed a new hosting environment. My scope covered the infrastructure move from Azure, application/database tuning and production cutover checks.

I verified business-data completeness and the operating stack after the move. The re-host was completed; the later Odoo version upgrade is a separate project.

Scope: infrastructure migration / validation / production delivery
International infrastructure stewardshipEngagement since Dec 2024

For a Netherlands-based AI document-processing business, my role is infrastructure operations: performance review, observability, leadership-facing alerts and layered backups.

The record includes a long-running Upwork engagement and delivered monitoring/backup workflows. I operate the supporting infrastructure; the client’s team built the AI product. This is ongoing stewardship, not a claim of zero outstanding operational risks.

Scope: managed infrastructure / monitoring / client communication
Security with operational careOctober 2026

A multi-application Linux host needed a tighter access and service footprint. I carried out an access review and hardening work: key-based access, fewer unused services and exposure checks.

Services were checked after the changes. The result was a bounded hardening delivery, not a claim of comprehensive security certification. Internal topology and specific findings stay private.

Scope: Linux security / access boundaries / post-change verification

Complexity behind the scenes.
Clarity everywhere else.

I work across cloud infrastructure, Odoo engineering, and the team behind DevFusion. The tools change. These principles hold.

Make it
understandable.

A system should make sense to the next person who has to operate it.

I map relationships and keep decisions in shared, versioned knowledge. Context should survive the session and the tool.

Prove
it works.

A successful job is a signal. A working user journey is evidence.

For recovery validation, I tested authenticated attachment downloads and PDF generation, beyond the database restore.

Leave a
way back.

Confidence in a change starts with knowing how to recover.

I check the current state, bound the change, and preserve a rollback path. Recovery is part of the decision.

One system. Three responsibilities.Relationships
Understand, verify, recoverPeople connect to an application and its data. Verification follows the user journey; a separate recovery path provides a way back. An illustrative model, not a live system status.PeopleApplicationDataUSEDEPEND ONRECOVERY PATH

Trace the relationships. The system becomes easier to explain, operate, and hand over.

Conceptual model / select a principle to explore

Different worlds.
The same instinct.

The same landscape, two ways of seeingAn original landscape drawing is overlaid with an engineering field of relationships. Move the slider to explore the connection between structure and photographic framing. This is an illustration, not a photograph.RELATIONSHIPS / DEPENDENCIES / INTENTLIGHT / LAND / PERSPECTIVE
StructureAn original landscape study
Move between two ways of seeing.
Talal Yousaf SwatiTalal Yousaf Swati / Lahore, PakistanMy visual stories

Engineer by practice.
Builder by instinct.

From Axiom World to international client delivery and building DevFusion, my work has grown from operating systems to leading the people behind them.

Photography, mountain landscapes, and Urdu poetry shape how I see things: pay attention, find the essential, leave room for silence.

Both ask for the same thing I value in engineering: attention before expression.

2017–2021

COMSATS Abbottabad
University years · 2017–2021

2022–2025

Engineering foundations
Axiom World · May 2022–January 2025

JULY 2026

Full-time entrepreneurship
Founder & CEO · DevFusion

A system to untangle. A team to grow. A worthwhile conversation.

Let’s make
it hold.
For company engagements, meet DevFusion ↗