Prasoon AI
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GOOD IDEAS DESERVE GREAT ENGINEERING.Explore the possibilities.

WHAT I BUILD

AI systems

Agents, private knowledge, and production AI.

SaaS platforms

Scalable software, from first release to growth.

HOW WE WORK

Services

Engineering expertise for your next challenge.

Industries

Solutions grounded in your business context.

IDEAS & PERSPECTIVES

Insights

Practical thinking on AI and architecture.

About my approach

Bridging research and production.

Available for select projectsDiscuss your project

SOFTWARE IN YOUR BUSINESS CONTEXT

Your industry has its own rules.
Your software should understand them.

I help startups, growing businesses, and enterprise teams turn complex operations into useful software. The starting point is how your business works: its people, data, decisions, and constraints.

Discuss your business ↗Explore industries ↓

BUILT AROUND THE WORK

Different industries.
Real operational needs.

Illustrative workflows show what a solution could look like. Scope and requirements are defined around your business.

Healthcare & life sciences↗Financial services & fintech↗Commerce & retail↗Real estate & PropTech↗Education & learning↗Hospitality & travel↗

CARE OPERATIONS

01

Healthcare & life sciences

Give care teams a clearer view of appointments, documents, and follow-ups while keeping sensitive information within defined access boundaries.

REFERRAL / 024Care, coordinated.
Intake documentsReceived
CoordinatorAssigned
NEXT STEPClinical reviewCare team approval required
  • Patient and staff portals
  • Document intake and review
  • EHR and scheduling integrations

DESIGN CONSIDERATIONAccess, consent, audit history, and data retention need to be designed around your requirements.

Discuss your workflow ↗

TRANSACTION OPERATIONS

02

Financial services & fintech

Connect payments, account workflows, and operational reporting so your team can trace what happened and resolve exceptions with context.

RECONCILIATION
LedgerRecorded
⇄
ProviderPending
Exception queueFinance team
  • Payment and provider integrations
  • Reconciliation workspaces
  • Review queues and audit trails

DESIGN CONSIDERATIONProvider rules, transaction integrity, and permissions shape the architecture from the start.

Discuss your workflow ↗

CONNECTED COMMERCE

03

Commerce & retail

Bring catalog, checkout, inventory, and fulfillment into a coherent experience for customers and the people running the business.

↗
ORDER / 312Ready to go.Stock reserved
PaidPackedDispatched
  • Custom storefronts and checkout
  • Inventory and order integrations
  • Customer support automation

DESIGN CONSIDERATIONStock consistency, payment events, and recovery from failed integrations matter as much as the storefront.

Discuss your workflow ↗

PROPERTY OPERATIONS

04

Real estate & PropTech

Turn scattered listings, inquiries, and follow-ups into a connected workflow for buyers, agents, and property teams.

RIVERSIDE RESIDENCEYour next viewing.
THURSDAY2410:30 AM
  • Property search and listing platforms
  • Lead routing and CRM integration
  • Viewing and document workflows

DESIGN CONSIDERATIONListing freshness, lead ownership, and permissions keep teams working from the same information.

Discuss your workflow ↗

LEARNING OPERATIONS

05

Education & learning

Build learning experiences that connect enrollment, course content, assessment, and support without losing the learner’s progress.

LEARNING PATHBuild understanding.
FoundationsCompleted
PracticeSubmitted
Tutor feedbackNext
  • Learning platforms and portals
  • Assessment and progress tracking
  • AI learning support with review

DESIGN CONSIDERATIONAccessibility, learner privacy, and content permissions belong in the core product design.

Discuss your workflow ↗

GUEST OPERATIONS

06

Hospitality & travel

Connect the booking, the stay, and the operational details so reception, housekeeping, and guests have the information they need.

YOUR ROOM204Deluxe · 2 nights
GUEST STAYWelcome back.
Check-in12 Sep
RequestExtra pillows
  • Direct booking and guest portals
  • Room readiness and service requests
  • Channel and payment integrations

DESIGN CONSIDERATIONAvailability updates, duplicate events, and provider confirmations need explicit handling.

Discuss your workflow ↗

THE DETAILS THAT MATTER

Built for the realities
of your operation.

Requirements become concrete engineering decisions, with clear ownership and a way to verify them.

01

Who can do what

Define roles, permissions, approvals, and access to sensitive records around the people doing the work.

02

Where your data goes

Map storage, external providers, retention, and deletion before introducing new integrations or AI capabilities.

03

What happens when it fails

Plan retries, duplicate-event handling, recovery, and visible exception queues for critical workflows.

04

How decisions are reviewed

Keep relevant context and audit history. Give people a review step where an automated decision needs oversight.

05

What connects to what

Review existing APIs, systems of record, data quality, and synchronization constraints before committing to a design.

06

How success is measured

Agree useful measures such as turnaround time, manual work, error rates, and task completion before delivery.

START WITH THE WORKFLOW

Make one important
process work better.

Bring a workflow that is slow, fragmented, or difficult to scale. We can map the current process, identify the constraints, and define a focused first release.

Explore the services behind the solution ↗

01 / Understand

Map the people, systems, data, and decisions involved in the current process.

02 / Define

Choose the first useful outcome and agree scope, risks, and acceptance criteria.

03 / Validate

Review a working implementation with the people who will actually use it.

04 / Introduce

Plan rollout, documentation, monitoring, and support around your operation.

BEFORE WE BEGIN

A little more context.

My industry is not listed. Can we still work together?+

Yes. These are examples of business contexts, not a fixed list. Share the process you want to improve, your current tools, and the constraints we need to work within.

Can you work with our existing systems?+

Yes. We start by reviewing integration options, access, data quality, and dependencies. The plan can include extending an existing product, connecting systems, or introducing a new application in stages.

How do you handle regulated requirements?+

We identify applicable requirements with your legal, security, and compliance stakeholders, then agree the controls and evidence needed within the project scope. Software delivery alone is not a compliance certification.

Do we need AI in the solution?+

Only when it serves a clear purpose. We can assess where AI is useful, what data it needs, and how outputs should be reviewed. Many operational problems are solved through better interfaces, integrations, and reliable automation.

Can we start small through Upwork?+

Yes. A discovery review or a clearly scoped first milestone can be a practical starting point. We agree deliverables, acceptance criteria, and contract terms before beginning.

YOUR BUSINESS, UNDERSTOOD

Tell me how it works today.
Let’s make the next step clearer.

Share your industry, the workflow you want to improve, and the systems already in place. We’ll start with the problem and define a practical path forward.

Discuss your project ↗Startups · growing businesses · enterprise teams

Active Now • 24/7 Availability

Engaging with teams
from Silicon Valley to Singapore.

I operate as a high-availability resource. To maintain secure collaboration, all global engagements are managed via Upwork.

Discuss your project Direct collaboration through Upwork.

Global / Remote

24/7 Timezone Agnostic

Syncing with USA, Europe, UAE & Singapore

Secure Engagement

Top Rated Expert on Upwork

Prasoon AI

Thoughtful architecture.
Software built for the real world.

Based online. Working worldwide.

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