Available · Remote · India · Global · Full-time roles & freelance engagements
AI Implementation & Operations Consultant.
Eight years of enterprise technical solutions, translated into four live AI platforms.
I help organisations identify where AI creates measurable business value, scope the implementation,
build it, and communicate ROI to leadership — without needing a translator on either side.
Eight years as the technical bridge across HP Inc. (SEA/AU enterprise accounts) and Replicon (Deltek)
(Fortune 500 advisory, C-suite escalations), now shipping production AI systems solo.
Currently shipping at getqualityos.com·Open to full-time roles and project engagements
Enterprise Delivery
8yrs
Building AI
2yrs
Live AI Products
4shipped
SLA · Critical 1hr
98%
AHT Reduction
25%
Selected Work
Four live AI platforms. All shipped. All working today.
Not concept art. Not a deck. Each link below points to a working production system with real authentication,
real RAG retrieval, and real APIs — built solo, end to end.
01
TriageOS2026
Production-readySolo buildAgentic RAG
Agentic RAG ticket triage engine with self-correction.
Reads company SOPs and automatically classifies, routes, and drafts replies for
incoming support tickets across 8 dimensions. When confidence is low, a second LLM (the Critic)
diagnoses failure and triggers refined re-retrieval — achieving 80%+ first-attempt
accuracy. 20-node n8n workflow, self-hosted vector pipeline, sub-2-second end-to-end latency.
Send a test ticket, get a classification in under 2 seconds — no login required
02
QualityOS2025–26
In productionSolo buildLive B2B SaaS · Pre-revenue
Live B2B SaaS for AI-powered call and ticket QA.
Live at getqualityos.com. Eliminates manual QA — audio in, evidence-backed scorecard
out, in under 30 seconds. Competing with Klaus and MaestroQA at a fraction of the price. Subscription
billing, persistent data, Zapier integration to 5,000+ platforms, full team management — all shipped.
Five-tool LangChain orchestration for CX workflow automation.
Pre-briefs senior agents before they touch a ticket. Scores resolution quality 1–10
against policy. Catches at-risk accounts before they escalate. Modular data layer designed for direct
swap to live Zendesk / Freshdesk / JIRA APIs.
CS Operations visibility layer for managers and stakeholders.
Twelve modules from executive dashboard to ML pipeline viewer to RAG ops assistant. Built for board-room
readability — not a chatbot, a platform. Maps directly to enterprise tooling (Freshdesk
Automations, Salesforce Agentforce, Power BI).
Fixed-scope project work or advisory engagements — plus full-time roles when the fit is right.
The list below tells a prospective client what to buy from me.
Project workFixed-scope · Outcome-based
Ship a working AI system into your operation.
AI workflow automation — n8n, Make, Zapier
RAG implementation & knowledge retrieval
Agentic system design
LLM output evaluation & guardrails
API and CRM / helpdesk integrations
AdvisoryScoping · Assessment
Figure out what to build — before you spend the budget.
AI opportunity identification
Implementation scoping & feasibility
Vendor and tool evaluation
Build-vs-buy judgment
ROI framing for leadership
Full-time rolesAvailable immediately
Embedded on the team, senior individual contributor.
AI Operations
Implementation Consultant
Technical Account Manager
Customer Success
Service Delivery
About
The bridge most organisations cannot fill from either side of the fence.
Most AI engineers cannot speak credibly to enterprise clients. Most CS leaders cannot build with LangChain.
I do both.
For eight years I ran the conversation between distressed enterprise clients and the engineering teams
solving their problems — at HP Inc. delivering technical solutions for high-value SEA/AU enterprise accounts, then at Replicon (Deltek) gathering requirements, authoring formal change requests, and presenting architecture options directly to client Directors and C-suite.
What I learned is that the value isn't in the AI model. It's in identifying which operational
problem the model can credibly solve, designing the implementation that fits inside an existing
workflow, and translating the outcome into business language for whoever's writing the cheque.
In 2025–26 I went deep on AI: completed the IBM Data Science Professional Certificate, the
SOC 2 Master Implementer cert at Scytale Academy, and shipped four publicly demonstrable
platforms — TriageOS (an agentic RAG triage engine), QualityOS (live B2B
SaaS at getqualityos.com), NexusCS (12-module AI platform), and
ClarityCS (LangChain multi-agent system).
The market reality I'm shipped against: 90% of organisations now use AI; only 9% have reached AI
maturity. That gap — between having the tools and operationalising them inside CX workflows — is
exactly where I work.
Career
From the support floor to shipping AI products.
2025 — Present · Independent
AI Integration & Automation Specialist
Building & consulting · Solo
Shipped four live AI platforms. QualityOS is a live, pre-revenue B2B SaaS with subscription billing, persistent data, and full team management built and deployed. TriageOS is a production agentic RAG triage engine deployed on
Oracle Cloud. Open to full-time roles and freelance project engagements. IBM Data Science
certified · SOC 2 Master Implementer.
Feb 2023 — Sep 2024 · Remote
Sr. Support Services Analyst — Technical Solutions
Replicon (a Deltek company) · 1.5 years
Senior member supporting Fortune 500 enterprise accounts on the Replicon platform — large-scale data
extraction, report configuration, API issues, third-party integration failures, authentication and SSO
troubleshooting in coordination with development teams. Handled payroll-critical
escalations with structured CEO update cadences; account retained on a CEO-level escalation
specifically due to communication quality. 98% SLA compliance on Critical 1-hour windows
· zero financial penalties.
2016 — Jan 2023 · SEA / AU
Technical Solutions Rep III · Team Captain
HP Inc. · 7 years
Delivered technical solutions for high-value enterprise clients across SEA and AU — complex OS, hardware, and
network troubleshooting where technical resolution and clear client communication under pressure were
equally critical. Led process improvement initiatives across a 10+ person technical team through workflow redesign and standardisation. Sustained 4.7★ CSAT across complex enterprise engagements.
Contact
Hiring, or need a project built? Let's talk.
Available immediately for full-time AI Operations, Implementation, and Technical Account Management roles — and for fixed-scope project work. Remote · India · Global.