Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
Generic

Vamsi Madhav Garimella

Summary

Innovative Forward Deployed Engineer (FDE) & Process Transformation Lead with 11 years of experience in Agentic AI engineering, process mining, and operational design. Developed proprietary local agentic solutions using GitHub Copilot to enhance desktop workflows, automate processes, and generate substantial enterprise value.

Overview

3
3
Languages
1
1
Certification
12
12
years of professional experience

Work History

Forward Deployed Engineer / Process Transformation

Wells Fargo
09.2024 - Current

• Forward Deployed Engineering & Agentic AI Capability (Oct 2025 – Present):

  • Embedded as FDE within business units to engineer full-lifecycle agentic delivery—driving SOP enrichment, control identification, process re-imagination, and AOP/EOP execution across Complaints and Global Reconciliation workstreams.
  • Architected local AI agents built with GitHub Copilot—including Participant Process Intelligence, Workflow Consolidator, and Agentic Opportunity Finder—to autonomously analyse localized desktop execution patterns and drive use-case delivery.
  • Drove estimated $100M projected opportunity over 3 years in Complaints through targeted agentic delivery.
  • Authored pending patent for novel "Triad Workflow Grounding Agent," optimising context grounding and task execution across enterprise systems.
  • Co-led Enterprise Observe to Agent (O2A) product team, deploying Skan AI on endpoint machines to feed desktop telemetry into GenAI discovery pipelines.
  • Delivered $6.1M in Year-1 annualised workforce benefits for Enterprise Finance, contributing to $13M total project benefits.

• Process Mining & Enablement (Sep 2024 – Sep 2025):

  • Led enterprise Celonis implementation in Financial Crimes Management (FCM), establishing scalable mining standards and capturing $1.4M in annualized approved value through bottleneck elimination.

Process Transformation Consultant

Deloitte Consulting India LLP
05.2022 - 09.2024

Technical lead for a US Oil & Gas major's supply chain overhaul, identifying $35M in value via Celonis Object Centric Process Mining (OCPM) and Multi-Event Log Process Explorers.

  • Unlocked $2M in value for a global networking firm by transforming AP/AR finance workflows.
  • Developed AI and process intelligence architecture to optimise workflows, enhancing operational effectiveness.
  • Modelled As-Is and To-Be architectures in Signavio for client cloud transformations, facilitating smoother transitions and better alignment with business objectives.
  • Spearheaded research in prompt engineering, extracting automated operational insights from process event logs to inform decision-making.

Process Mining Consultant

Price Waterhouse Coopers Pvt Ltd
03.2021 - 05.2022

Developed process mining solutions on SAP and Oracle backends for AP/AR workstreams, enabling identification of $4.5M in value.

  • Engineered Azure cloud data pipelines to ingest and transform large datasets for integration with Celonis and Power BI.
  • • Enterprise Mining & Data Engineering:

Process Mining & RPA Consultant /SAP FI Consultant

Tata Consultancy Services
10.2014 - 03.2021

• RPA & Automation Consultant (Jan 2018 – Nov 2019): Developed UiPath automation solutions for SAP P2P, O2C, and CRM workflows, enhancing operational efficiency across retail, manufacturing, and pharma sectors.

• Process Mining Consultant (Nov 2019 – Mar 2021): Authored SQL/Celonis transformation scripts across 30M+ cases (>1TB logs), uncovering ~$900M revenue recovery potential for CFO office.

• SAP FI Consultant (Oct 2014 – Jan 2018): Managed SAP FI-TV travel systems for 100K+ enterprise users, ensuring system reliability and user satisfaction.

Education

Bachelor of Technology: Electronics & Communication Engineering -

GITAM (Deemed to be University)
Visakhapatnam, AP
01-2014

Skills

AI Architecture & Engineering: Agentic System Architecture, Agent Harness & Orchestration, RAG Models, Prompt Chaining, Prompt Engineering, GitHub Copilot

Intellectual Property: Triad Workflow Grounding Agent (Patent Pending – Sole Author)

Process Mining & Telemetry: Skan AI (Endpoint Deployment), Celonis (OCPM, Signal Link, IBC), Signavio, ARIS

Data Engineering & Cloud: Python, SQL (MSSQL, Vertica), Azure Data Factory/Pipelines, Power BI

Enterprise Automation & ERP: UiPath RPA, SAP ECC, Oracle EBS

Certification

  • Certified Celonis Value Realization Expert
  • Certified Celonis Technical Expert
  • Certified to Implement Object Centric Process Mining

Languages

Telugu
English
Hindi

Timeline

Forward Deployed Engineer / Process Transformation

Wells Fargo
09.2024 - Current

Process Transformation Consultant

Deloitte Consulting India LLP
05.2022 - 09.2024

Process Mining Consultant

Price Waterhouse Coopers Pvt Ltd
03.2021 - 05.2022

Process Mining & RPA Consultant /SAP FI Consultant

Tata Consultancy Services
10.2014 - 03.2021

Bachelor of Technology: Electronics & Communication Engineering -

GITAM (Deemed to be University)
Vamsi Madhav Garimella