AI Developer • Solution/Data Architect • Data Governance

Anilkumar Chavda

US Citizen Hearing-aid user WOTC Eligible SAP Most Valuable Person Award

Based in Downingtown, PA · Serving SAP & Fortune 100 companies

Goal-oriented Enterprise/Solution Architect and Product Owner with 15+ years at SAP and global Fortune 100 clients. I design and ship production-ready AI & analytics: LLMs, RAG & agents (LangChain/LangGraph), realtime voice stacks, and governed data platforms on SAP HANA/Datasphere with MDM & Data Quality KPIs, workflows, and GDPR/Works Council controls.

GenAI (LLMs · RAG · Agents) MDM & Data Quality SAP HANA/Datasphere Governance • GDPR • RBAC

Continuing education: MIT · Harvard University

See projects Contact GitHub site

What I bring

Enterprise / Solution Architect

15+ years designing governed master data, CRM, and analytics platforms for SAP and Fortune 100 clients. Specializes in Accounts, Contacts, GTM, Sales/Territory, Roles, Tax, and PE domains with MDG, D&B, and SAP Datasphere/HANA.

Hands-on Data Engineer & Product Owner

Owns ingest ➝ model ➝ serve delivery: ETL/ELT, Airflow, SAP BODS, HANA modeling, Datasphere, and SAC/AfO dashboards. Integrates D&B + CRM, authors KPI scorecards, and leads on/offshore teams with clear roadmaps, reviews, and onboarding.

AI/ML & Automation

Builds GenAI copilots (OpenAI, Google, Llama, Gemma, DeepSeek, Realtime APIs) with LangChain/LangGraph, RAG, guardrails, and MCP voice stacks to validate data, accelerate stewardship triage, and modernize SAP analytics experiences.

Google Cloud Field Solutions Architect match: Python + TensorFlow/PyTorch builds running on Vertex AI, Cloud Run, Pub/Sub, and Cloud Storage with customer-ready demos in English and APAC markets.
Forward Deployed Developer alignment: 5+ years Python, LangChain/LangGraph agents, and ML infrastructure (model deployment, evaluation, feature pipelines, debugging) wired into BigQuery + Dataflow.
Senior Software Engineer readiness: Production MLOps across Vertex AI Model Garden, Cloud Build, Artifact Registry, GKE/Cloud Run deploys, with continuous evaluation, monitoring, and guardrailed prompt policies.

Impact at a glance

Ship production AI

LLMs, RAG, agents (LangChain/LangGraph)
Evaluators, citations, guardrails, caching
Real‑time voice: WebRTC · STT/TTS · VAD

Architect governed data

MDM (CRM + D&B) with hierarchy alignment
Modeling on SAP HANA/Datasphere; APIs & performance
Lineage & metadata for auditability

Raise data quality

Rules & scorecards with measurable KPIs
Stewardship workflows & remediation
Exec dashboards (SAC/AfO) for visibility

Build securely & compliantly

GDPR/Works Council alignment by design
RBAC/SSO, least privilege, audit trails
Retention & PII minimization practices

Lead & deliver at scale

Product Owner & technical lead; manages end‑to‑end lifecycle
Mentors on/offshore teams; raises engineering standards
Stakeholder alignment, risk management, transparent reporting

Industry & eligibility

Industries: IT, Insurance, Banking, Healthcare, Telecom, Marketing, Research, Pharma, Consulting
North America Sales Ops & global reporting delivery

Tenure

15+ years

Product owner & architect for SAP master data, analytics, and governance programs across Sales, Marketing, Finance, and Tax.

AI launches

3 platforms

Data Analyzer, Voice Agent, and Doodle Magic—deployed with Google Cloud + OpenAI to automate analysis, voice workflows, and design handoffs.

Trust

Global reach

Governed accounts/contacts, D&B integrations, and DQ scorecards powering SAP sales, marketing, finance, and operations teams worldwide.

Projects

Data Analyzer — chat‑driven analysis & visualizations

Upload CSV/XLSX, ask in English, get validated Insights, runnable code, and exportable HTML reports. Python, Streamlit, 2D/3D visuals with Plotly/Seaborn/Matplotlib, Deployed on Google Cloud.

Roadmap: secure warehouse connectors (Snowflake, BigQuery, Redshift, HANA) and SSO/RBAC, RDBMS, Databases, SQL Server, Oracle.

Auto‑EDA + KPI cards + dashboard templates
In‑memory execution sandbox with guardrails
One‑click Run/Copy on generated code
Deployed on Google Cloud Run + Cloud Storage
LLM orchestration with OpenAI (GPT‑4o/GPT‑4 Turbo)

Open Live Demo

Voice Agent — MCP, tools, and RAG with Real‑time LLM

Full‑stack voice assistant: WebRTC, STT/TTS, VAD; agent orchestration with function calling; RAG layer with FAISS/SQLite/JSON vector stores; multi‑agent patterns; prompt security and caching.

Human‑in‑the‑loop actions and background jobs/webhooks
Guardrails, rate limits, and auditability
Production‑ready deployment patterns
Realtime stack on Google Cloud (Cloud Run, Pub/Sub, STT/TTS)
Conversational core powered by OpenAI GPT‑4o Realtime APIs

Open Live Demo

Doodle Magic — sketch-to-app AI studio

Capture a whiteboard photo or upload a notebook doodle and instantly turn it into working UI mockups, copy, and data flows. Combines vision LLMs, structured Agents, and design system constraints to keep output on-brand.

Ships as an internal developer tool with RBAC, brand tokens, and Jira/GitHub integration so product, design, and engineering iterate in the same workspace.

Sketch parsing ➝ React/Tailwind component suggestions with live preview
Agentic workflow for UX copy, data contracts, and API stubs
Design review mode with guardrails, citations, and handoff checklist
AI + design services orchestrated on Google Cloud (Cloud Run, Workflows, Cloud Storage)
Design intelligence grounded in OpenAI GPT‑4o for reasoning + vision

Open Live Demo

EMDA — Enterprise Master Data Analytics

Lead/Product Owner/Architect; managed stakeholder communications and delivery of trusted accounts/contacts (address, GTM, territory, tax) used across sales, marketing, finance.

SAP HANA
Datasphere
SAC/AfO

EDM — Enterprise Data Management

Lead/Product Owner/Architect; designed and developed governed data products, APIs, lineage, and stewardship capabilities with clear communications.

Architecture
Governance
KPIs

Data Quality Framework (DQF)

Developed KPI scorecards, issue workflows, lineage, remediation, and SAC/AfO dashboards for insight-to-action.

DQ KPIs
Lineage
Stewardship

D&B Enrichment

Lead/Product Owner/Architect; partnered with business to design & develop D&B integrations for firmographics, hierarchies, and territory/whitespace visibility.

Matching
Hierarchy
Pipelines

AI‑driven Reporting & Data Analysis

LLMs with RAG, evaluators, citations, and guardrails over policy/procedure documents.

RAG
Evaluators
Guardrails

Consulting DW/ETL Portfolio (2001–2009)

Forbes, Time Warner Cable, Mayo Clinic, People’sInsights United Bank, Keenan & Associates, Knights of Columbus, IRI.

ETL/ELT
Warehousing
Reporting

Architecture designs

Enterprise master data governance

Customer/Account, Contact & Hierarchy domains feeding a governed MDM hub (golden record), with stewardship workflows, DQ scorecards, and secure distribution to apps & analytics.

AI design — end‑to‑end lifecycle

Ingest ➝ prepare ➝ embed ➝ store ➝ retrieve ➝ re‑rank ➝ orchestrate ➝ generate ➝ evaluate ➝ deploy/monitor. Supports batch/stream, offline/online retrieval, and A/B evals.

Secure multi‑tenant analytics & AI

Isolated tenants with SSO/RBAC; connectors to Snowflake/HANA/BigQuery/Redshift; feature store & dashboards. Suited to Data Analyzer as a managed service.

Core skills

GenAI, Voice & Automation

LLMs (OpenAI, Google, Llama, Gemma, Qwen, DeepSeek, Realtime), RAG, LangChain/LangGraph, MCP tooling, prompt security/caching, human-in-the-loop workflows, STT/TTS/VAD voice stacks.

Enterprise & Solution Architecture

Conceptual/logical/physical models, SAP HANA/Datasphere/BDC, dimensional + 3NF patterns, privacy-by-design, GDPR/Works Council alignment, secure APIs, scalability across CRM, ERP, and analytics workloads.

Master Data & Data Quality

MDM hubs for accounts/contacts/hierarchies, D&B integration, golden records, KPI scorecards, issue workflows, stewardship approvals, metadata/catalog adoption, and lineage dashboards.

Data Engineering & Integration

Airflow, SAP BODS, Informatica, ETL/ELT, Sybase IQ/ASE, MS SQL, dbt, Snowflake, Datasphere pipelines, REST/FastAPI services, SAP/D&B harmonization, and performance-tuned HANA views.

Governance & Compliance

RBAC/SSO, audit logs, retention, GDPR/Works Council approvals, AI ethics/safety, read-only and least-privilege roles, consent + privacy impact assessments.

Product Ownership & Leadership

Owns backlogs/roadmaps, drives Agile ceremonies, mentors global teams, manages risk/comms, and aligns exec stakeholders with transparent reporting and onboarding assets.

Experience

Career Enhancement / GenAI Sabbatical

Jan 2025 – Present · Downingtown, PA

Self-directed GenAI portfolio centered on LLM agents, RAG pipelines, vector search, and responsible AI using OpenAI, Claude, Gemini, Llama, and DeepSeek.

Productized three end-to-end showcases—a data co-pilot, realtime voice agent, and multimodal ideation studio—and deployed them on Google Cloud with secure endpoints, observability, and demo-ready UX flows.

Documented MCP voice/agent patterns and AI safety playbooks covering governance, PII handling, evaluation, and guardrail strategies for production-grade GenAI systems.

Data Analyzer – LLM Analytics Co-Pilot (Google Cloud)

Turns business prompts into governed SQL over warehouse-style stores, surfaces lineage/row-level logic, and renders Plotly/Tailwind dashboards.
Containerized and deployed on Google Cloud with HTTPS ingress, environment-specific configs, and secret-managed credentials for LLM + database access.
Added latency/error/token monitors plus eval harnesses that flag hallucinations and validate query + chart correctness.

Voice Agent – Realtime Voice + Tools (Google Cloud)

Handles phone/WebRTC calls with STT/TTS/VAD, LangChain tool routing, and MCP integrations to triage tickets, capture orders, schedule callbacks, and update CRM/work systems.
Ships as a Cloud-hosted signaling/API layer with auth, per-tenant configuration, and transcript/metadata logging for QA and tuning.
Implements guardrails for PII redaction, escalation to humans, and policy enforcement on what the agent can execute or say.

Doodle Magic – Speech-to-Sketch Ideation (Google Cloud)

Converts spoken prompts into JSON scene graphs and layouts, then renders storyboards via control-net/diffusion models for workshops.
Backed by autoscalable Cloud APIs for transcription, scene-graph generation, and image rendering to keep demos responsive.
Instrumented usage metrics (sessions, prompts, render time) to demonstrate scalability, latency, and cost characteristics.

Focus: LLMs · RAG · Agents · Voice AI · Generative UX · Google Cloud Deployments · AI Safety & Governance

SAP — Product Owner, Solution/Data Architect, Data & Analytics

Oct 2009 – Dec 2024 · Newtown Square, PA · 15 yrs 3 mos (Full-time)

Roles: Product Owner · Solution/Data Architect · IT Data & Analytics Senior Specialist

SAP is the world's leading provider of business software with ERP and cloud solutions for many customers. Within the GCO Reporting & Analytics organization, I owned the North America Sales Operations forecasting/reporting stack supporting SAP HANA, Sybase IQ, SAP Data Services, and SAP Business Objects production environments.

As product owner and solution architect, I aligned Global Customer Strategy, North America Sales Operations, and Master Data Governance programs to rebuild data views, migrate legacy platforms, and translate SAP CRM master data into governed golden records.

Key SAP initiatives

Global Customer Strategy & Sales Operations: Built SAP HANA views, ETL, and reports for executive-level forecasting, and led the migration from Sybase IQ to GCO Platform using SQL Server and Business Objects.
North America Sales Operation: Owned SQL Server-to-Sybase IQ data migration, re-modeled data for performance, and installed/configured Sybase IQ plus SAP Data Services across dev/test/prod with secure schemas.
Master Data Governance: Extracted, cleansed, and enriched SAP CRM customer data via SAP Data Services, empowering stewardship, data quality, and compliance workflows.

AI hackathon

Designed the AI Driven Reporting 4 ALL prototype using prompt engineering, guardrails, zero/few-shot prompts, JSON policies, SAP Business AI, LLMs, RAG patterns, and HANA data to accelerate stewardship workflows.

Architectural excellence

Applied Enterprise and North Star architectures to master data platforms spanning sales, marketing, finance, and operations with measurable business outcomes.
Delivered ingest → model → serve solutions that improved query performance and real-time analytics for global customer and partner reporting.
Drove multi-year programs to unify Accounts/Contacts with D&B firmographics, producing governed golden records on SAP CRM and Datasphere.
Hands-on with SAP HANA, Datasphere, CRM master data, and performance tuning across cloud/data stacks.

Data governance, stewardship, and quality

Established governance processes, business rules, and quality controls with dashboards, KPIs, and alerts across accounts, contacts, GTM, territory, tax, and role data.
Delivered a trusted customer master reused enterprise-wide for sales, marketing, finance, and data-governance workloads.
Integrated D&B hierarchies to improve territory design and whitespace discovery while aligning privacy controls with Works Council/GDPR approvals.

Data engineering and integration

Built pipelines to extract, cleanse, and standardize SAP CRM data on HANA, Sybase IQ/ASE, and MS SQL, improving downstream data quality and governance.
Enabled North America Sales Ops and global reporting with high-performance HANA views, Datasphere models, and SAP Data Services jobs.
Modernized delivery through HANA, SAC, and C4S/Datasphere for near real-time consumption.

Leadership & collaboration

Led distributed on/offshore teams, aligning engineering, governance (GDM), and business leaders on GTM goals.
Served as solution/data architect, product owner, and technical owner responsible for roadmaps, priorities, and stakeholder communications.
Provided transparent reporting on status, risks, and mitigation to executive sponsors.

Visualization & reporting

Built data products, Data Analyzer features, SAC dashboards/stories, AfO reports, and Data Explorer assets delivering live KPIs for data quality and GTM execution.

Technical environment: SAP Datasphere, SAP HANA, SAP CRM, SAP Analytics Cloud (SAC), SAP Cloud 4 Semantics (C4S), Analytics for Office (AfO), SAP Data Services, SAP ERP/MM, Sybase ASE, Sybase IQ, MS SQL, SAP Business Objects.

EMDA & related programs

Project: EMDA (Enterprise Master Data Analytics) including EDM, DQF, D&B, Material, and Partner initiatives.

Enterprise Master Data (EDM): Built trusted Account & Contact records (address, GTM, territory, tax) that feed DQF, sales, marketing, finance, and governance operations, providing a single customer source reused across domains.
EMDA Data Quality Framework (DQF): Centralized issue tracking plus insight-to-action controls with SAC dashboards, AfO reports, and audits to improve data governance, governance reporting, GDPR compliance, and continuous quality testing.
EMDA D&B integration: Enriched SAP CRM accounts with Dun & Bradstreet data, improving hierarchies and business attributes for more informed strategy, opportunity, and planning decisions.

Earlier SAP programs: NA Sales Operation & Global Reporting; Data Quality Reporting (DQR); LIBP Integrated Business Planning for License & Services Sales; Partner (PRM) Analytics (Master Data); Customer & Invoice Deviation Analysis; Vendor & Bank Master Data Analytics; Material Master Data; Enterprise Data Experience (EDX) Insights.

Consulting — Senior Data Warehouse Specialist / ETL Developer

2001–2009 · Multi-state engagements

Keenan & Associates – Los Angeles, CA

Senior Data Warehouse Specialist (Consultant)

Keenan & Associates (http://www.keenan.com) is one of California’s largest insurance brokers delivering risk management, employee benefits, workers compensation, property liability, and healthcare consulting. I provided part-time support for the iVOS On-Demand program, resolving production incidents and evolving ETL code to meet new business requirements.

Software environment: SAP Business Objects Data Services XI 3.0 · SAP Business Objects XI · Business Objects Data Integrator 11.7 · Oracle 9i · COBOL & flat files · Excel · MS Vision · TOAD · Oracle Developer Explorer

Developed Business Objects Data Integrator 11.7/BO Data Services XI 3.0 dataflows on Oracle while extracting COBOL flat files for AIG; used Case, Date Generation, Hierarchy flattening, MAP CDC, Merge, Pivot/Reverse Pivot, Row Generation, SQL, and Table Comparison.
Created Crystal Reports for complex business rules, and led the offshore development team in India.
Owned production support: tracked issues, analyzed data, implemented fixes, and tuned ETL jobs with audit rules to validate logic.
Built workflows, jobs, datastores, file formats, and CDC configurations; installed/configured Data Integrator, managed repositories, Job/Access servers, backups, restores, performance tuning, and recovery handlers for batch/real-time services.
Debugged via logs (trace/statistics/errors), verified target data, and published batch jobs/web services through Data Integrator Administrator.

Skills: SAP Business Objects Data Integrator/Services · Oracle 9i · COBOL · Crystal Reports · Data Quality · Production Support

People's United Bank – Bridgeport, CT

Senior Data Warehouse Specialist (Consultant)

People's United Financial Inc (NASDAQ: PBCT) is a full service bank serving Connecticut customers. Delivered a data warehouse sourced from ATM transaction feeds for the People’s Bank program.

Software environment: Business Objects Data Integrator 11.7.2 · Oracle 8i/9i · Sybase 11/12/IQ · MS SQL Server 7.0/2005 · Excel · COBOL/flat files · ERWin 7.2 · MS Visio · DOS · FTP · CDC

Built ETL using Data Integrator 11.7.2 on SQL Server 2005, Sybase 12, and MySQL, processing flat-file uploads via BCP and applying file-specific logic while tracking metadata counts.
Used BCP with DOS/FTP scripts for high-volume loads and authored common functions plus standards reviews for reusable code.
Applied Data Quality transforms for address cleansing and converted ERWin logical/physical models into Data Integrator jobs.
Administered central/local/developer repositories, user/profile setup, job servers, and CDC configurations for multi-user delivery.
Monitored logs and debugger output, applied audit rules to validate record counts, and partnered with end users/business analysts on requirements.
Documented and enforced data standards, source-controlled artifacts, and guided batch + real-time job development for heterogeneous sources.
Connected sources/targets via datastore and file format definitions, ensuring resilient loads and metadata governance.

Skills: Business Objects Data Integrator · Oracle · Sybase · SQL Server · Data Quality · COBOL · Production Support

Knights of Columbus – New Haven, CT

Senior Data Warehouse Specialist (Consultant)

Knights of Columbus (www.kofc.org) is the world’s largest Catholic fraternal organization with 1.7M+ members and highly rated insurance programs. Led the Policy Data Mart (PDM) migration from development through implementation.

Software environment: Business Objects Data Integrator 11.5 · AS/400 · IBM DB2 · COBOL · Oracle · flat files · Excel · Tidal Scheduler · MS Visio

Built ETL using Data Integrator 11.5 against DB2 on AS/400, modeling staging, ODS, and warehouse layers.
Documented process/demonstration diagrams, gathered business requirements, and designed transformation strategies.
Installed/configured Data Integrator servers, managed repositories, and authored backup/restore scripts for multi-schema deployments.
Designed code migration processes, used embedded data flows for repeatable logic, and scheduled backups/jobs with Windows Scheduler.
Analyzed logs/debugger sessions to resolve production issues, and created system profiles to handle multiple schemas.

Skills: Business Objects Data Integrator · AS/400 · DB2 · COBOL · Tidal Scheduler · ERWin

Forbes – New York, NY

Enterprise Data Warehouse Architect (Consultant)

Led the Forbes Audience Development (FAD) program to centralize customer data and deliver marketing insights.

Software environment: Business Objects Data Integrator 11.7 · Data Quality 11.5 · Business Objects XI · SQL Server 2005 · Oracle 10g · Flat files · Excel · Visio 2007 · ERWin 7.2

Developed ETL with Data Integrator 11.7, Data Quality 11.5, and Business Objects XI to load SQL Server 2005 and Oracle 10g sources.
Defined extraction-to-target strategy, staging/ODS layers, and star schema/change dimension models.
Modeled logical and physical schemas in ERWin and leveraged InfoUSA for customer validation.
Applied Data Quality transforms to cleanse millions of addresses and built repos (central/local/developer).
Tracked logs/debug outputs for production fixes, maintained system profiles for multi-schema deployments, and scripted backups.
Built universes/reports using joins, prompts, parsing, contexts, variables, filters, drilldowns, cross-tabs, and alerts; used embedded data flows for redundant work and Windows Scheduler for jobs.

Skills: Business Objects Data Integrator · Data Quality · SQL Server · Oracle · ERWin · Reporting

Time Warner Cable – Charlotte, NC

Senior Data Warehouse Specialist (Consultant)

TWC - Time Warner Cable provides basic, digital cable, internet and phone services to around 40 regions throughout US. Customer Value Creation (CVC) is TWC’s effort to centralize the data and standardizes the data for use in marketing and sales applications. CVC is divided into multiple projects. The purpose of this project is to get the common repository for the different billing systems like BMS, DNCS, CSG Vantage and Oracle.

Developed complex data integration scripts using Source Analyzer, Data Warehousing designer, Mapping Designer, Transformations, Informatica Repository Manager and Informatica Server Manager. Different transformation logics were used to resolve issues such as Active and Passive Transformation, Connected Lookup and Unconnected Lookup Transformation, Source Qualifier Transformation, Router Transformation, Expression, Filter, Aggregator, Update Strategy Transformations Joiner transformation, Rank Transformations, Expressions, Aggregator, Sequence Generator and Stored procedure.
Redesigned UAT processes for mappings and enhanced performance of the overall loading process for multiple regions to help for validation of data.
Used Debugger for debugging mapping, used breakpoints to pause running process.
Developed PL/SQL packages, Procedures, stand-alone back-end processes, functions, triggers, indexes, partitions, Stored Procedures Functions, Constraints, Materialized Views, Partitioning, Index and Nested Tables. Written complex stored procedures for dropping and recreating indexes on target tables, triggers and database optimized for maximum performance.
Implemented data model by surrogate keys and primary keys. Manipulated replacement and maintenance plans.
Wrote Unix Korn script for Job Scheduling, Batch Processing, various tasks, gathering data from Data Warehousing system.
Running and Loading of jobs, UNIX scripts, sessions and dependencies hierarchy and multiple loads are scheduled using Tidal Scheduler.

Software environment: Informatica Power Center 7.2, Tidal Enterprise Scheduler,Oracle 10g/9i, DB2/400, Data Dictionary, Schemas, Tables, Partitions, Indexes, PL/SQL, Stored Procedures, Triggers, Packages, SQL*Plus, SQL*Loader and, MS SQL Server 2000. AS/400, DB2/400, CL/400, RPG/400 and Window NT/XP, TOAD, Test Director 7.2, WinCVS, Clear Case

Mayo Clinic – Rochester, MN

Senior Data Warehouse Specialist (Consultant)

Worked on Acta/Business Objects Data Integrator XI to modernize the Materials Management data loads for Mayo Clinic.

Software environment: Acta/BO Data Integrator XI · DB2 z390 · Lawson ERP · Oracle 9i · MS SQL Server 2000 · TOAD · IBM Mainframe z390 · Windows 2003/XP · Crystal Reports 10/XI · Business Objects XI · Rapid SQL

Extracted from DB2, MS SQL, Sybase, Oracle, and flat files, then cleansed data with parallel-tuned loads.
Provided Business Objects support, executed data loads, and tuned performance leveraging parallelism.
Rewrote ETL jobs converting Oracle procedures and SQL Server DTS into Data Integrator jobs.
Worked with Designer, Metadata Reports, Repository/Server Managers, and Web Administrator to deliver workflows, data flows, transforms, datastores, and custom functions.

Skills: Business Objects Data Integrator · DB2 · Oracle · SQL Server · Crystal Reports · ETL

neoForma – San Jose, CA

Senior Data Warehouse Specialist (Consultant)

Processed healthcare supply chain systems to support neoForma’s analytics delivery.

Software environment: Informatica Power Center 6.2 · Oracle 9i · PL/SQL · Shell Scripting · MS Visual SourceSafe · Business Objects 5.x/6.1 · Web Intelligence 2.x/6.1 · MS Visio 2003 · Solaris/UNIX

Designed and built ETL programs to extract, transform, clean, and move data into the warehouse/ODS.
Fixed invalid mappings, validated stored procedures/functions, and executed unit/integration tests for Informatica sessions.
Authored PL/SQL packages, triggers, stored procedures, functions, materialized views, indexing, and automation scripts for performance.
Maintained Korn shell automation for scheduling and batch processing.

Skills: Informatica · Oracle · PL/SQL · Shell Scripting · Business Objects · Automation

Information Resources Inc. (IRI) – Chicago, IL

Senior Data Warehousing/ETL Technical Consultant (Consultant)

Software environment: Informatica PowerCenter 6.2–5.1, PowerMart 6.1–5.1, PowerConnect, Metadata Repository, MS DTS, XML, Oracle 9i, TOAD, DBArtisan, NCR Teradata, Siebel 7.5, DB2 5.0/6.0, MS SQL Server, MS Access, MS Excel, HP-UX 11.23 (Itanium), Business Objects 5.x/6.1, Web Intelligence 2.x/6.1, ERWin 4.1, MS IIS Server.

Created Informatica repositories, user groups, and privileges, then refactored data marts by translating business processes into reusable mappings.
Developed Informatica workflows end-to-end, owning code implementation, data maintenance, defect tracking, audits, walk-throughs, and design reviews.
Extracted data from AS/400 operational systems into SCM DB2 and Oracle data marts with Informatica PowerMart pipelines.
Engineered PL/SQL packages, procedures, functions, triggers, and performance routines (drop/recreate indexes) plus standalone backend automation.

Skills: Informatica PowerCenter/PowerMart · Teradata · Oracle 9i · DB2 · MS SQL Server · Business Objects/Web Intelligence · ERWin · HP-UX

Recommendations

“I recommend Anilkumar, an exceptionally talented and detail-oriented professional who has excelled in his roles as a Solution Architect and Data Engineer. Anilkumar combines deep technical expertise with a methodical approach to solving complex challenges, making him an invaluable asset to any organization. What sets Anilkumar apart is his commitment to excellence and continuous learning. He brings a unique blend of creativity and discipline to his work, fostering collaboration across teams and delivering results that exceed expectations. I am confident that Anilkumar will bring the same level of dedication, ingenuity, and professionalism to any future endeavor. He has my highest recommendation, and I am certain he will make a significant impact wherever he contributes. ”

Abhay Bagul, Global Architect Practice Lead

“I worked with Anilkumar for multiple years on several projects. I would highly recommend him to any hiring manager, consulting agency and company.”

— Michael Palmer, Senior Consultant @ SAP

“Anilkumar is a great Data & Analytics Solution Engineer and has proficient knowledge in architecture, design and development of analytical data models using SAP HANA, SAP Datasphere, and other technologies. He very well understands customer demands and is fully able to translate them to implement valuable assets.”

— Rainer Kritzinger, Manager at SAP

“Anilkumar is a proactive and tireless contributor which makes him a great team member. He is focused and dedicated to producing his very best at all times.”

— Rakesh Pawar, Senior IT Project Manager

“It always has been a pleasure working with Kumar. He is very reliable and knowledgeable and always looking for solutions.”

— Michelle Haslam, Philadelphia Luxury Travel Advisor

“I’ve been working indirectly with Kumar for last few years and he supported our team with a great services attitude, quality and collaboration. Often, Kumar stepped in to help team members even when it meant extra-work for himself.”

— Claudionor Dias, VP Marketing Operations at WalkMe

“I had the pleasure of working with Kumar on several projects while rolling out different reporting dashboards within the SAP's North America Operations organization. With his strong technical skills and willingness to branch out of his comfort zone, I was able to rely on him heavily in producing the required results for the teams.”

— Jane Bray Sidler, CEO/CFO at Accelerated Claims, INC

“Anilkumar is a talented ETL Specialist who’s reliability, professionalism, and deep knowledge of Data Warehousing, HANA, SQL, and SAP systems allow him to be successful in accomplishing business objectives. Anilkumar is a talented ETL Specialist who’s reliability, professionalism, and deep knowledge of Data Warehousing, HANA, SQL, and SAP systems allow him to be successful in accomplishing business objectives.”

— Peter Kapinos, Product Owner at SAP

Education & certifications

SAP Certifications

SAP Artificial Intelligence
SAP HANA 1.0
SAP BOBJ Data Integrator XI R2

SAP Business AI

Exploring the SAP Business AI Portfolio
Developing AI Models with SAP HANA ML Clients
Discovering SAP Business AI
Navigating LLM Fundamentals for Your Use Case
Developing Your Learning Journey with AI
Provisioning & Implementing Joule
Cybersecurity & Data Privacy for SAP Business AI
Positioning SAP Business AI
Introducing SAP Business AI Strategy & Partner Opportunity
Introducing SAP Business AI for Cloud ERP
Identify Machine Learning Use Cases (SAP)

Cloud & Data

CDMP (Data Management Professional Associate — in progress)
DAMA
TOGAF Foundation (in progress)
Microsoft Certified Professional (MCP)

University Programs

MITx: Machine Learning with Python
MITx: Fundamentals of Statistics
MITx: Probability
MITx: Tackling the Challenges of Big Data
HarvardX: Probability

Education & Awards

Bachelor’s in Computer Science – Engineering
Master's Diploma in Software Science
Post Graduate Diploma in Computer Application
SAP Quarterly Most Valuable Person (MVP) Award

Cloud Strategy & Platforms

Exploring SAP's Cloud Strategy
Introducing SAP's Cloud Strategy
Exploring SAP Analytics Cloud
Discovering SAP Analysis for Microsoft Office
Positioning SAP HANA Cloud Vector Engine

Data Warehousing & ETL

Exploring SAP Datasphere
Positioning & Selling SAP Datasphere
Exploring SAP Customer Data Platform Essentials
Exploring Data Modeling with SAP Solutions
Building an On-Premise Data Warehouse with SAP BW/4HANA

ERP & Enterprise Architecture

Positioning & Selling SAP Cloud ERP / RISE with SAP
Exploring the SAP Enterprise Architecture Framework Foundation
Discovering SAP Enterprise Architecture
Learning the Basics of ABAP Programming on SAP BTP
Develop and Automate with SAP Build

🏆 AWARDS & HONORS

🏆

SAP – Quarterly Most Valuable Person (MVP) Award

Recognized for exceptional contributions and outstanding performance

Let’s build something intelligent

Available for GenAI applications, SAP master data programs, and data quality/governance engagements.

Email LinkedIn