Bengaluru, India · Consultant · GenAI · SAP BTP · IAM

Hi, I’m Varun Kumar

Consultant | GenAI, SAP BTP & IAM Developer

I build enterprise-grade software solutions across Identity Access Management, SAP BTP, financial technology, and AI-powered applications using Java, Python, CAP, FastAPI, SAP AI Core, RAG, and cloud deployment workflows.

VK
Bengaluru, Karnataka
Google Cloud GenAI Leader

About

I am a Consultant based in Bengaluru with hands-on experience across the full Software Development Life Cycle, including planning, design, development, testing, deployment, production support, and documentation.

My professional experience spans financial technology, identity access management, SAP BTP, Generative AI, and enterprise backend systems. I have worked on wealth management platforms, trading systems, SAP IDM and IT IDM solutions, SAP BTP applications, FastAPI services, and GenAI-based solutions using RAG, embeddings, SAP AI Core, and SharePoint integration.

Strengths

Featured Strengths

A quick snapshot of the core areas where I bring hands-on enterprise software experience.

Enterprise IAM & SAP BTP

Hands-on experience with SAP IDM, IT IDM, SAP BTP, identity lifecycle workflows, provisioning, XSUAA authorization, and enterprise access management.

GenAI & RAG Applications

Built AI-powered solutions using SAP AI Core, CAP, embeddings, Retrieval-Augmented Generation, SharePoint integration, and AI-ready backend architecture.

Financial Technology Systems

Worked on wealth management, trading platforms, reporting systems, rebalancing workflows, trade network operations, and FIX protocol-based order execution.

Backend Engineering & Cloud Deployment

Developed backend services using Java, Python, FastAPI, JavaScript, SQL, CI/CD pipelines, Honeycomb, Jenkins, and SAP BTP Cloud Foundry deployment workflows.

Skills

Skills Snapshot

A focused view of the technologies, platforms, tools, and business domains I have worked with across enterprise software, IAM, SAP BTP, GenAI, and financial technology.

Backend & Programming

JavaPythonJavaScriptNode.jsFastAPIREST APISQLDyalog APL

SAP & Enterprise Platforms

SAP BTPSAP CAPSAP AI CoreSAP IDMIT IDMSAP NetWeaverSAP FioriXSUAABTP DestinationsCloud Foundry

GenAI, Data & AI Systems

Generative AIRAGEmbeddingsPrompt EngineeringMachine LearningData ScienceLLMsChromaDBAI-powered document processing

DevOps & Tools

GitHubJenkinsHoneycombJiraPostmanInsomniaEclipseIntelliJPyCharmJupyter Notebook

Domains

Identity and Access ManagementFinancial TechnologyTrading SystemsWealth ManagementEnterprise AutomationGenAI Applications

Experience

Professional Experience

I have worked across consulting, financial technology, enterprise identity management, SAP BTP, and AI-powered application development. My experience includes backend development, production support, reporting systems, IAM workflows, GenAI solutions, CI/CD pipelines, and cloud deployment.

Deloitte India

Consultant

Bengaluru, Karnataka · Client: SAP · Consultancy

Jul 2024 – Present

Contributing to SAP client projects across IAM, SAP BTP, GenAI, enterprise backend services, and cloud deployment workflows.

  • Developed SAP IDM / IT IDM jobs using Java and JavaScript for user lifecycle, access, and privilege management.
  • Built SAP BTP GenAI chatbot using CAP, SAP AI Core, embeddings, RAG, and SharePoint integration.
  • Worked on SAP Fiori AD Group Management App using CAP/OData, HANA persistence, XSUAA, BTP destinations, audit logs, and email notifications.
  • Developed async FastAPI-based IAS migration services with structured logging, correlation IDs, XSUAA authorization, audit logging, and Cloud Foundry deployment support.
  • Used Jenkins and Honeycomb for CI/CD and deployment workflows.
  • Contributed to a company-internal GenAI research assistant designed to help domain consultants perform contextual document search, source-grounded Q&A, legal/tax document summarization, alert generation, and risk-oriented review workflows using an enterprise RAG architecture
JavaJavaScriptPythonSAP BTPSAP CAPSAP AI CoreSAP IDMFastAPIXSUAAJenkinsHoneycombCloud Foundry

InvestCloud, Inc.

Software Developer

Bengaluru, Karnataka · Industry: Finance

Sep 2021 – Jun 2024

Worked on financial technology platforms focused on wealth management, trading workflows, reporting systems, and order execution.

  • Contributed to Unified Wealth Platform and Trade Network for wealth management and trading operations.
  • Developed reports including Sleeve Drift, Security Drift, Drift Rebalance, Scheduled Rebalance, Full Liquidation, and Partial Liquidation.
  • Designed Trade Network workflows for order creation, sponsor submission, and order confirmation.
  • Worked on UWP Trading Platform functionality involving FIX protocol-based order execution.
  • Supported end-to-end development, testing, production support, debugging, and code reviews.
JavaDyalog APLOracle SQLFIX ProtocolTrading Systems

Collabera

Software Developer

Bengaluru, Karnataka · Client: Fiserv · Consultancy

Jan 2020 – Sep 2021

Collaborated on financial technology and trading engine-related projects involving reporting, rebalance workflows, legacy modernization, and documentation.

  • Collaborated with Fiserv on financial technology and trading engine-related projects.
  • Developed and maintained applications using Java, Dyalog APL, and Oracle DB.
  • Contributed to PM&T trading engine and reporting enhancements.
  • Enhanced audit reports for order committing, routing, execution, and rebalance workflows.
  • Refactored legacy code, debugged system issues, prepared documentation, and participated in code reviews.
JavaDyalog APLOracle DBFinancial TechnologyReporting Systems

Projects

Professional Project Highlights

A selection of enterprise project contributions across identity access management, SAP BTP, Generative AI, financial technology, trading platforms, and backend automation.

Enterprise IAM & SAP Identity Management

Worked on enterprise identity and access management solutions using SAP IDM and IT IDM to manage users, groups, roles, privileges, and identity lifecycle workflows across connected systems.

  • Developed and maintained IDM jobs using Java and JavaScript.
  • Supported integration with systems such as ABAP and ServiceNow.
  • Worked on IPS-based provisioning of users and groups to target systems.
  • Resolved technical issues and service tickets related to SAP IDM and IT IDM.
  • Optimized SQL scripts to improve query performance and system efficiency.
SAP IDMIT IDMJavaJavaScriptSQL ServerSAP NetWeaverIPS

SAP BTP GenAI Chatbot with RAG

Developed a Generative AI chatbot on SAP BTP to answer Deloitte-specific queries by retrieving relevant information from SharePoint documents using embeddings and Retrieval-Augmented Generation.

  • Built the chatbot using SAP BTP, CAP, and SAP AI Core.
  • Implemented LLM-based embeddings and RAG for contextual question answering.
  • Integrated SharePoint with SAP BTP for document ingestion and semantic search.
  • Designed the solution for secure and scalable enterprise knowledge retrieval.
SAP BTPSAP CAPSAP AI CoreGenerative AIRAGEmbeddingsSharePoint Integration

SAP Fiori AD Group Management App

Worked on a SAP Fiori-based Active Directory group management application used to create, update, deactivate, audit, and synchronize AD groups.

  • Supported group owner, approver, ARM enablement, validity period, and sync flag management.
  • Worked with CAP/OData services and HANA persistence.
  • Used XSUAA authorization, BTP destinations, email notifications, and audit logs.
  • Supported synchronization-related capabilities for Microsoft Entra ID and Google Cloud.
SAP FioriSAP BTPCAPODataHANAXSUAABTP DestinationsMicrosoft Entra IDGoogle Cloud

FastAPI IAS Migration Service

Developed an asynchronous FastAPI-based IAS migration service for enterprise identity scenarios involving cross-tenant application migration and job-based reporting.

  • Built backend services for cross-tenant application migration.
  • Supported bulk parent/child application operations and selective field propagation.
  • Implemented backup/export, audit logging, and migration reporting.
  • Added structured JSON logging, correlation IDs, request auditing, XSUAA scope-based authorization, async rate limiting, and cooperative job cancellation.
  • Enabled SAP BTP Cloud Foundry deployment through Honeycomb CI/CD.
PythonFastAPISAP BTPCloud FoundryXSUAAHoneycomb CI/CDStructured LoggingAsync Services

Enterprise GenAI Tax Research Assistant

Contributed to a company-internal GenAI research assistant designed to help domain consultants perform contextual document search, source-grounded Q&A, legal/tax document summarization, alert generation, and risk-oriented review workflows using an enterprise RAG architecture.

  • Worked on a SAP BTP-aligned GenAI architecture using SAP AI Core / Generative AI Hub for foundation model access and SAP HANA Cloud Vector Engine for semantic retrieval over enterprise documents.
  • Designed a RAG-based document intelligence workflow where source documents are ingested, cleaned, chunked, embedded, stored as vectors, retrieved through similarity search, and passed to the LLM as grounded context.
  • Supported SharePoint-based knowledge ingestion using Microsoft Graph API patterns, including document listing, file download, PDF/DOCX/TXT text extraction, chunking, embedding generation, and vector storage.
  • Implemented incremental synchronization design using Microsoft Graph delta query concepts so newly added, updated, and deleted documents can be processed without re-indexing the entire document library.
  • Built source-grounded Q&A patterns where answers are generated only from retrieved context and returned with citations, evidence snippets, confidence score, confidence label, and limitations for further review.
  • Contributed to domain-specific GenAI capabilities such as case law summarization, tax alert generation, and contingent liability / risk-oriented review using controlled prompt templates and context-only generation rules.
  • Added GenAI governance patterns including prompt guardrails, hallucination-reduction instructions, audit logging, user feedback capture, request tracking, and response traceability.
  • Supported enterprise security and deployment readiness using SAP App Router, XSUAA-based role patterns, JWT/scope-aware backend design, SAP BTP Cloud Foundry deployment structure, service bindings, and environment-based configuration.
SAP BTPSAP AI CoreGenerative AI HubSAP HANA Cloud Vector EngineSAP App RouterXSUAACloud FoundryFastAPIPythonRAGEmbeddingsVector SearchMicrosoft Graph APISharePointPrompt EngineeringAudit LoggingFeedback Capture

Unified Wealth Platform & Trade Network

Contributed to financial technology platforms supporting wealth management, trading operations, client account management, reporting, and order execution workflows.

  • Worked on Unified Wealth Platform and Trade Network.
  • Developed and maintained trading and wealth management reports.
  • Supported reports such as Sleeve Drift, Security Drift, Drift Rebalance, Scheduled Rebalance, Full Liquidation, and Partial Liquidation.
  • Designed Trade Network workflows for order creation, sponsor submission, and order confirmation.
  • Contributed to FIX protocol-based order execution workflows.
JavaDyalog APLOracle SQLFIX ProtocolFinancial TechnologyTrading Systems

PM&T Trading Engine Enhancements

Contributed to financial technology and trading engine-related projects for PM&T, focusing on audit reporting, rebalance workflows, legacy code refactoring, debugging, and documentation.

  • Enhanced audit reports for order committing, routing, and execution processes.
  • Optimized functionality for rebalance and trading engine workflows.
  • Refactored and modularized legacy codebases.
  • Debugged and resolved system issues.
  • Created development documentation and participated in code reviews.
JavaDyalog APLOracle DBFinancial TechnologyTrading EnginesReporting Systems

Public Work

Featured Engineering Projects

Hands-on engineering projects focused on GenAI, enterprise access workflows, investment analysis, ticket triage, resume-to-job matching, backend logic, and cloud-ready application design.

AccessOps MCP Server

Enterprise access automation with MCP, approval workflows, RBAC, and auditability.

Built a secure MCP-based backend server designed to support enterprise access request troubleshooting and workflow automation.

GitHubDemo coming soon
  • Built using Python, Model Context Protocol, and Streamable HTTP.
  • Implemented human-in-the-loop workflows for provisioning retry, ticket creation, notification sending, and ticket closure.
  • Added role-based authorization for sensitive write actions.
  • Designed modular layers for tools, services, repositories, models, utilities, and data.
  • Added structured error responses, audit logging with correlation IDs, and duplicate execution protection.
PythonModel Context ProtocolStreamable HTTPEnterprise Access ManagementRBACAudit Logging

AI-Powered Stock Analysis Tool

AI-assisted investing tool with backend-controlled recommendation logic and beginner-friendly explanations.

Designed an AI-assisted stock analysis platform where backend recommendation logic performs structured portfolio analysis, while AI is used to explain recommendations and extract holdings from portfolio statements.

GitHubDemo coming soon
  • Built around transparent backend recommendation logic instead of blindly relying on AI to pick stocks or predict the market.
  • Used structured analysis based on profile data, portfolio holdings, market data, risk rules, allocation checks, and scoring logic.
  • Used AI for explaining backend-generated recommendations in simple language.
  • Used AI to extract holdings from unstructured portfolio statement text into structured JSON.
  • Added backend validation to control final import and recommendation logic.
AIPortfolio AnalysisBackend ValidationRecommendation LogicStatement ExtractionJSON Processing

AI Ticket Assistant

Secure SAP BTP ticket triage assistant with enterprise authentication and cloud deployment.

Developed an enterprise-ready ticket triage assistant with secure SAP BTP deployment patterns, authentication, role-based authorization, destination-based routing, and an AI-ready modular backend architecture.

GitHubDemo coming soon
  • Analyzes ticket text and generates summary, category, priority, and recommended next action.
  • Deployed on Cloud Foundry with SAP App Router.
  • Implemented XSUAA authentication and role-based authorization.
  • Used Destination Service-based routing and HTML5 Application Repository frontend hosting.
  • Refactored backend into a modular AI-ready architecture.
SAP BTPCloud FoundrySAP App RouterXSUAADestination ServiceHTML5 Application RepositoryAI-ready Backend

JD Match Percent

LLM and vector database-based resume-to-JD matching for intelligent candidate screening.

Developed a resume-to-job-description matching system that extracts key job details from uploaded JD documents and career page URLs, converts content into vector embeddings, and performs semantic similarity matching to calculate a match percentage.

GitHubDemo coming soon
  • Automated resume-to-JD comparison using LLMs and ChromaDB.
  • Extracted key job details such as title, skills, experience, and salary from JD documents and career page URLs.
  • Converted extracted content into vector embeddings.
  • Performed semantic similarity matching to compute match percentage.
  • Designed to streamline candidate screening and improve recruitment efficiency.
LLMsChromaDBVector EmbeddingsSemantic SearchResume ParsingJD Extraction

Learning

Certifications

Certifications and learning programs that support my interests in Generative AI, Data Science, Java, Testing, and Artificial Intelligence foundations.

Generative AI Leader

Google Cloud Certified

Certification focused on business-level understanding of Generative AI offerings and responsible AI adoption.

View Certificate

Gen AI Expert Certification

Deloitte

Completed Deloitte’s Gen AI Expert Certification program designed to provide hands-on experience with Generative AI through comprehensive courses.

View Certificate

Data Science Course

Internshala

Completed a Data Science learning program covering foundational data science concepts.

View Certificate

Java and Testing

ABC Institute

Completed Java and testing-related training.

View Certificate

Artificial Intelligence Foundation Course

SkillUp

Completed an Artificial Intelligence foundation course.

View Certificate

Beyond Work

Hackathon & Volunteering

Additional initiatives involving AI learning, predictive risk management, student workshops, and community participation.

Hackathon · 2026

Band of Agents Hackathon — DevBand

Built DevBand, a Band-powered multi-agent software delivery workflow that demonstrates real agent-to-agent collaboration across planning, implementation, testing, code review, revision, and documentation.

  • Created a full-stack multi-agent software delivery system where six specialist agents collaborate to transform a feature request into a PR-ready delivery package.
  • Implemented specialist agents including Product Planner Agent, Software Engineer Agent, Test Engineer Agent, Code Reviewer Agent, Software Engineer Revision Agent, and Documentation Agent.
  • Used Band as the core collaboration layer by creating live workflow rooms, adding specialist agent identities, posting structured task events, recording handoffs, review decisions, revision activity, and final completion.
  • Built a visible workflow timeline showing how context moves across agents, making the collaboration auditable and easy to explain during demos.
  • Generated a final Markdown PR package containing implementation guidance, test strategy, review feedback, revised code suggestions, developer notes, release notes, and README update content.
  • Added AI/ML API integration for agent reasoning and generation, with fallback logic, daily request limits, prompt trimming, output token controls, and cache-based cost guards.
  • Built the frontend using React, Vite, and Tailwind CSS, and the backend using Node.js and Express.
  • Prepared deployment support with Vercel for the frontend and Render for the backend.
Band Agent APIMulti-Agent SystemsAgent CollaborationAI/ML APIReactViteTailwind CSSNode.jsExpressREST APIsWorkflow OrchestrationVercelRender
View Certificate

Volunteering

Community Involvement

AI Workshops

Led interactive workshops with students covering basic AI principles and open AI platforms through hands-on activities and demonstrations.

Animal Shelter Visit — Bengaluru

Visited an animal shelter in Bengaluru and participated in day-to-day activities usually performed by shelter workers.

Resume

Download My Resume

Download my latest resume for a detailed overview of my professional experience, technical skills, certifications, and project work.

Contact

Let’s Connect

Interested in discussing opportunities, collaborations, or technical roles involving GenAI, SAP BTP, IAM, backend engineering, or enterprise software development? Feel free to connect with me.

Phone number is intentionally not displayed publicly. Preferred contact channels for this portfolio are email, LinkedIn, GitHub.