Live · Developer / AI Engineer @ SAP Labs · Bangalore

Building embedded AI agents for the enterprise.

Embedded AI Agents
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Sam Paul Christon S
SPC
01 — About

Engineer
turned AI builder.

I'm Sam Paul Christon S — currently a Developer / AI Engineer at SAP Labs, Bangalore, building embedded AI agents and Joule functions that bring intelligence directly into enterprise SAP applications.

My day-to-day spans MCP servers, agent memory systems, telemetry & metering, and shipping it all through SAP BTP with end-to-end CI/CD pipelines.

Before SAP Labs, I spent ~8 years as an SAP ABAP / Cloud developer at HP Inc., SAP Labs (earlier), and L&T Valves — building DRC, RAP services, Fiori analytics, and large-scale data migrations on S/4HANA.

Location
Bangalore, India
Role
Developer / AI Engineer
Company
SAP Labs, India
Phone
+91 99767 60836
Email
sampaulchriston@gmail.com
🤖
SAP Generative AI DeveloperCertified Development Associate
☁️
Back-End Developer — ABAP CloudSAP Certified
02 — Now @ SAP Labs

What I'm building today.

Embedded AI inside SAP — from Joule functions and MCP servers, through agent memory and telemetry, all the way to BTP deployment pipelines.

01

Embedded AI Agents

Designing agent flows that live inside SAP apps — reasoning over enterprise context, calling tools, and acting on behalf of users.

LLM Orchestration Tool Calling Multi-Agent
02

Joule Functions

Extending SAP's copilot Joule with custom functions and skills — letting users invoke business logic in natural language.

Joule SDK Skill Authoring Copilot
03

MCP Servers

Building Model Context Protocol servers that bridge SAP systems to LLMs — exposing data, tools, and prompts safely.

MCP Protocol Tool Servers Context Bridges
04

Agent Memory

Persistent vector + episodic memory layers so agents recall conversations, user preferences, and long-running task state across sessions.

Vector Store Episodic Memory RAG
05

Telemetry & Metering

Observability for AI — token usage, cost attribution, latency, and quality metrics flowing into BTP dashboards for every agent call.

OpenTelemetry Cost Metering Quality Eval
06

SAP BTP + CI/CD

Designing and shipping the full deployment story — Cloud Foundry / Kyma, automated pipelines, blue-green rollouts, and zero-downtime releases on BTP.

SAP BTP CI/CD Cloud Foundry Kyma
03 — Skills

Tech arsenal.

/ AI · CLOUD · SAP
04 — Services

What I can build for you.

End-to-end SAP engineering — from ABAP cloud development and S/4 migrations to BTP integrations, workflow automation, AI engineering, and Fiori analytics.

05 — Why Me

Why choose me.

Enterprise-proven. AI-native. End-to-end SAP coverage — without handoffs, without ambiguity.

Enterprise-Proven

Code running in production at HP Inc. and SAP Labs across 4+ countries — built for scale, compliance, and zero-downtime operations.

AI-Native Mindset

Already building what others are still planning. AI isn't a layer I add — it's how I design systems from the start.

Full-Stack SAP

ABAP Core → BTP Cloud → Embedded AI — complete end-to-end coverage without handoffs or knowledge gaps between layers.

Fast Delivery

Complex features shipped in days via CI/CD automation, not weeks. Iterative, tested, and production-ready from the first deploy.

Certified Expert

Validated by SAP directly — formal certification in both ABAP Cloud and Generative AI development, not just years of experience.

Clear Communication

Engineering-grade clarity: readable code, documented APIs, and zero ambiguity. Stakeholders always know exactly where things stand.

06 — Experience

A journey through SAP & AI.

LIVE Aug 2025 — Present
SAP Labs, India
Bengaluru
Developer / AI Engineer
  • Building and deploying embedded AI agents inside SAP enterprise applications
  • Authoring Joule functions and handling IS-OIL domain incidents through the Joule copilot layer
  • Implementing agent memory — persistent context that survives session boundaries
  • Owning telemetry & metering instrumentation for every AI call, including AEVAL quality evaluation
  • Designing and maintaining MCP servers that bridge SAP data to LLMs
  • Shipping deployments through GitHub Actions CI/CD pipelines end-to-end
  • Writing Claude Skills (MD files) to automate repetitive engineering tasks
Embedded AgentsJouleMCP Agent MemoryTelemetryAEVAL SAP BTPCI/CD
Aug 2023 — Aug 2025
HP Inc.
Bengaluru, India
Software Applications Engineer 3
  • Implemented SAP DRC solutions for E-invoicing compliance in Greece, Israel and Poland
  • Enhanced Adobe Forms, IDoc programs, and reports — added new fields to layouts and segments
  • Developed a RAP service for CRUD operations on a custom CDS view per business requirements
  • Created an OData API for Fiori to scan and update asset conditions in real time
  • Built a PI/PO-triggered SMS alert program for BP customer balance notifications
  • Designed an analytic Fiori view backed by CDS aggregation logic for enterprise reporting
SAP DRCRAPOData FioriCDS ViewsS/4HANA Cloud
Apr 2022 — Jul 2023
SAP Labs, India
Bengaluru · via Smartshine
Technical Consultant
  • Developed and supported Migration Cockpit objects for ECC → S/4HANA On-Premise and Cloud
  • Built Custom Conversion Workbench Programs with data validation and transformation logic
S/4HANA MigrationLTMCConversion Workbench
Jul 2018 — Mar 2022
L&T Valves
Coimbatore · via Smartshine
Technical Consultant
  • Automated the intercompany Sale Order process end-to-end between two Company Codes
  • Consumed third-party REST APIs to push SAP data externally with full error handling and retry logic
  • Built RFC function modules to sync SAP sales data (orders, dispatch, invoices, payments) to Salesforce CRM
  • Created an inventory dashboard function module that writes live SAP values to Excel with auto-triggered daily mail
  • Implemented BADIs and BTEs for FI object flows (posting, payment run, reversal, cancellation) to third-party systems
  • Developed a PI/PO interface to receive, store, process, and event-trigger mail on inbound data
RFC / RESTSalesforceBADIs / BTEs PI / POFIOData
Nov 2017 — Jun 2018
Smartshine Tech System
Chennai
Program Analyst / Trainee
  • Built OO ALV reports for delivery details by vendor with secondary list drill-down
  • Created custom transactions using Screen Painter and Menu Painter for order and invoice workflows
  • Designed a Webdynpro application to show purchase order details from purchasing requisition
  • Worked on performance analysis and ABAP query tuning; dynamic ALV colouring per business rules
  • Created a procurement team dashboard and modified outbound delivery form layouts
ABAP OOPALVScreen Painter WebdynproPerformance Tuning
07 — Education

Foundations.

2013 — 2017
B.E — Electrical & Electronics
Syed Ammal Engineering College, Ramanathapuram
Anna University
CGPA · 7.35 / 10.0
2008 — 2013
Higher Secondary
Sri Aurobindo Mira Matriculation Higher Secondary
Madurai
12th · 79%  ·  10th · 71%
08 — Get in Touch

Let's build
the future.

Open to AI / agent engineering roles, SAP BTP innovation projects, and collaborations on embedded AI products. Let's talk.

Send a message