Available · Remote · India · Global · Senior implementation bands
AI Implementation Consultant.
Built on ten years of Enterprise CS Operations.
I help enterprises identify where GenAI creates measurable business value, scope the implementation,
coordinate with data scientists and engineers, and communicate ROI to leadership — without needing a translator on either side.
Grounded in ten years across HP Inc. (Team Captain, SEA/AU) and Replicon (Deltek)
(Fortune 500 advisory, C-suite escalations) — translated into four live GenAI platforms shipped solo.
Currently shipping at getqualityos.com·Open to senior implementation roles
Total Experience
10yrs
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 buildRevenue-ready B2B SaaS
Revenue-ready B2B SaaS for AI-powered call & 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).
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
trying to fix their problems — at HP Inc. as L2 Team Captain for SEA/AU enterprise
accounts, then at Replicon (Deltek) handling Fortune 500 payroll-critical escalations.
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 CS Ops 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 revenue-ready B2B SaaS with subscription billing,
persistent data, and full team management. TriageOS is a production agentic RAG triage engine deployed on
Oracle Cloud. Open for senior implementation roles & freelance engagements. IBM Data Science
certified · SOC 2 Master Implementer.
Feb 2023 — Sep 2024 · Remote
Sr. Support Services Analyst — CS Ops
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
L2 escalation support 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. Captained 10+ agent L2 floor, drove 25% AHT reduction
through workflow redesign, mentored 20+ agents. Sustained 4.7★ CSAT across complex
enterprise escalations. Multiple MVP and Extra Mile awards.
Contact
Hiring for the bridge between AI and operations? Let's talk.
Available immediately for senior AI Implementation Consultant, AI Solutions Consultant, and AI Product Management Practitioner roles. Remote · India · Global.