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%

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 TriageOS 2026
Production-ready Solo build Agentic 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.

n8n ChromaDB Groq · Llama 3.3 70B sentence-transformers Flask Supabase Slack Docker Oracle Cloud Caddy

Send a test ticket, get a classification in under 2 seconds — no login required

02 QualityOS 2025–26
In production Solo build Revenue-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.

Next.js 14 FastAPI Groq · Llama 3.3 70B Whisper large-v3 Hybrid RAG · BM25 Supabase Clerk Dodo Payments Vercel · Railway
03 ClarityCS LangChain
Live demo Multi-agent system

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.

LangChain ChromaDB Groq · Llama 3.1 HuggingFace Embeddings Streamlit RAG
04 NexusCS 12 modules
Live demo Full platform

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).

Single-file HTML Vanilla JS RAG · ChromaDB-ready Executive dashboard 12 modules

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.

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.

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.

Hiring for the bridge between AI and operations?

AI Implementation Consultant · GenAI Applications · Enterprise CS Operations. Email or download my CV. Available immediately.