Resume
Jegadeesh M
Senior AI & Automation Engineer · 13 Years Experience · Madurai, Tamil Nadu
Professional Summary
A results-driven Senior AI & Automation Engineer with 13 years of expertise in designing and delivering intelligent automation solutions across Finance, HR, and Operations domains. I bridge the gap between traditional enterprise automation and modern AI — combining deep hands-on experience in Workato, N8N, and Microsoft Power Platform with cutting-edge AI skills in LangChain, RAG, and AI Agents. I have built production-ready systems including RAG-based document intelligence bots, AI-powered job aggregators, and full-stack SaaS applications. Author of the published book AI Engineer Mastery: From Zero to Production (Notion Press, 2026). Certified across Workato, N8N, Applied GenAI, and Microsoft Power Platform.
Experience by Platform
| Workato | 6 years |
| Power Apps | 5 years |
| Power Automate | 5 years |
| AI & LLM Engineering | 3 years |
| N8N | 2 years |
Education
B.E. Computer Science Engineering
Professional Experience
Full roles and responsibilities for each engagement are in Technical Experience below.
Senior Automation Engineer — Compunnel Inc
Senior Software Engineer — Enquero (A Genpact Company)
Automation Specialist — HCL Technologies Ltd
PHP Developer — Zenstill Analytics Pvt Ltd
Web Developer — SAM-SYS Pvt Ltd
Technical Skills
| AI & LLM | LangChain, RAG, Vector DB (ChromaDB), AI Agents |
| AI Tools | Google Gemini API, Claude API (Anthropic), OpenAI API |
| Automation | Workato, N8N, Power Automate, Google App Script, PowerShell Scripting, Ruby |
| Languages | Python, JavaScript, Node.js, PHP, Ruby |
| Web & UI | React 18, HTML, CSS, jQuery |
| Frameworks | Python – FastAPI, Flask, LangChain, LangGraph |
| Databases | PostgreSQL, MySQL, MongoDB, ChromaDB |
| Cloud & Tools | Docker, REST APIs, SOAP APIs, Google Cloud Apps, Git |
| Microsoft | Power Apps, Power Automate, Power BI, Power Copilot Agent, MS Forms, SharePoint, Dataverse |
Technical Experience
Selected solutions delivered by platform. Click a group to expand.
Workato (5 client engagements)
Compunnel Inc. — Noida, India
Technology Migration Program — MuleSoft to Workato
Tech: Workato, MuleSoft, REST APIs, SOAP APIs, JSON, XML
- Led the end-to-end migration of enterprise integrations from MuleSoft to Workato, re-architecting legacy flows into Workato recipes with reusable connector logic and centralized error handling.
- Mapped MuleSoft DataWeave transformations into Workato formula mode and Ruby snippets, ensuring business rules and data contracts were preserved during cutover.
- Built reusable Workato SDK custom connectors to replace MuleSoft custom modules and standardize integration patterns across the landscape.
- Designed a parallel-run (shadow) strategy so MuleSoft and Workato flows could be compared in production before final cutover, eliminating data-loss risk.
- Documented recipe-naming standards, runbooks, and on-call playbooks; trained the support team to operate the Workato environment post-migration.
Titan Environmental — United States
Jira Incident Automation
Tech: Workato, Jira, Microsoft Teams, Outlook, REST APIs
- Designed a Workato-based incident automation that replaces manual triage for production events — production server failures, API latency spikes, payment system outages, and application errors.
- Built recipes to auto-create Jira incidents from monitoring alerts and inbound signals, eliminating the manual ticket-raising step entirely.
- Implemented logic to automatically notify the right team for each incident type based on service-owner mapping.
- Configured automatic priority assignment (P1/P2/P3) based on incident category, affected service, and business impact.
- Built an escalation engine that triggers escalation emails when an incident is not acknowledged within its SLA window.
- Ensured all updates — status changes, comments, ownership transfers — are synced back into Jira automatically, keeping Jira as the single source of truth.
- Owned production support, recipe monitoring, and continuous improvement of the incident automation.
Equinix — Remote
Salesforce Agreement Creation Automation
Tech: Workato, Salesforce, Salesforce CPQ, REST APIs
- Built a Workato recipe triggered whenever a new opportunity is created in Salesforce, which auto-fetches the related Account and User information.
- Implemented validation logic to check the opportunity stage, account status, and whether an agreement already exists — preventing duplicate agreement creation.
- Once all validation conditions are satisfied, Workato automatically creates the Salesforce Agreement record and updates its status against the corresponding team.
- Integrated with Salesforce CPQ so that Configure, Price, Quote (CPQ) values are auto-calculated and updated back into Salesforce.
- Closed the loop by automatically marking both the Opportunity and Agreement status as Closed once the workflow completes, eliminating manual hand-offs between Sales and Legal.
Coupa Approval Workflow Integration
Tech: Workato, Coupa, Microsoft Teams, Outlook
- Built a Workato recipe with a polled trigger that fires whenever new Invoices, Requisitions, or PO approvals are created in Coupa, immediately fetching all relevant information.
- Generated dynamic Microsoft Teams adaptive cards from the Coupa payload and routed them to the correct manager for approval.
- Implemented multi-level approval routing — once a manager approves, the request automatically moves to the next approver in the hierarchy.
- Synced real-time approval status (approved / rejected / pending) back into the Coupa system at each step, ensuring Coupa remains the system of record.
- Configured an automated email notification that triggers once the full approval chain is complete, and gracefully stops the recipe progression.
- Significantly reduced approval turnaround time and removed dependency on email-based manual approvals.
Atlassian — Remote
NetSuite to Concur Payment Confirmation Integration
Tech: Workato, NetSuite, SAP Concur, Slack, REST APIs
- Built an end-to-end Workato integration covering the full expense lifecycle — from employee submission in Concur, through manager approval, to payment confirmation back in Concur.
- Automated the export of approved expense reports from Concur into NetSuite so the Finance team can process payment without manual data entry.
- Once payment is processed in NetSuite and a payment confirmation is generated, the Workato recipe integrates the confirmation file and updates payment status in Concur.
- Implemented automatic Slack notifications so the employee is informed the moment their reimbursement is paid.
- Built robust retry, idempotency, and partial-failure handling so a single bad record never blocks the rest of the batch.
BAML Payment File Acknowledgement to NetSuite
Tech: Workato, NetSuite, Bank of America Merrill Lynch (BAML), SFTP, XML
- Designed a Workato recipe to support the full bank payment lifecycle — the company sends the payment file from ERP to BAML, the bank processes the payments and sends an acknowledgement back, and Workato consumes that acknowledgement.
- Built logic to parse the BAML acknowledgement file and update payment status, transaction status, and error details directly into NetSuite.
- Used NetSuite SFTP integration to securely pick up the acknowledgement files and archive them after processing.
- Implemented file-locking, deduplication, and reprocessing safeguards so the same acknowledgement is never applied twice.
- Added monitoring and alerts on NACKs (failed payments) so the Treasury team can investigate within minutes instead of waiting for next-day reporting.
Update Supplier / Vendor Information from NetSuite to Coupa
Tech: Workato, NetSuite, Coupa, REST APIs
- Built a Workato recipe to sync vendor master data — whenever the Finance or Procurement team updates vendor details in NetSuite (source of truth), the same information is immediately reflected in Coupa.
- The Workato trigger starts on vendor update events in NetSuite, fetches the updated vendor data, and runs validation on the supplier information before propagating it forward.
- Implemented a data-transformation layer to convert the NetSuite vendor schema (categories, payment terms, currency, bank details) into the Coupa supplier schema.
- Built recipe logic to update the corresponding Coupa supplier record and handle both create and update scenarios.
- Added success / failure notifications so the procurement team is alerted in real time when a sync succeeds or fails.
- Maintained a Workato-driven audit log capturing every vendor change (who, when, what fields) for SOX and internal-audit compliance.
- Eliminated manual double-entry and brought supplier consistency between systems to >99%.
BlackLine Reconciliation between Concur and Citi Bank
Tech: Workato, BlackLine, SAP Concur, Citi Bank, SFTP
- Built an automated reconciliation flow covering the full corporate card lifecycle — the employee uses the Citi corporate card, Citi sends the card transactions, and those transactions are imported into Concur.
- Once the employee submits the expense report and the approved expenses are exported, the BlackLine reconciliation process is triggered automatically.
- Implemented matching logic in BlackLine to compare Concur expense transactions against Citi Bank card transactions on transaction ID, amount, merchant, and date tolerance.
- Flagged mismatches and exceptions in a controlled exception queue so accountants can resolve them inside their existing BlackLine workflow.
- Finalized the reconciliation cycle automatically once all matches and exceptions were cleared.
- Reduced month-end reconciliation effort significantly and improved audit readiness across Finance.
Broadcom — Remote
Internal Self-Service Portal — Workato-Powered
Tech: Workato, Okta, Google Cloud Apps, ServiceNow, Active Directory, Workday, PowerShell, JavaScript
- Built a single internal self-service portal that consolidated multiple employee-facing IT workflows, all orchestrated through Workato.
- Integrated Okta and Google SSO so the portal honored the existing identity model with zero new credentials.
- Designed Workato recipes for AD user creation, group membership changes, and password resets — driven by Workday HR events as the source of truth (joiner / mover / leaver).
- Automated provisioning and de-provisioning across Google Cloud Apps (Gmail, Drive, Groups), ServiceNow, and other downstream SaaS tools.
- Built a self-audit summary module that lets employees and managers see exactly which entitlements they hold across systems, with one-click access-review submissions.
- Wrapped legacy PowerShell automation behind Workato HTTP endpoints so the portal could trigger on-prem AD scripts in a controlled, audited way.
- Introduced approval flows in ServiceNow for sensitive access requests, with SLA timers and auto-escalation.
- Reduced average JML (Joiner-Mover-Leaver) ticket turnaround from days to hours and removed a recurring class of manual errors from IT operations.
Power Apps (9)
1. Employee Leave Management
Tech: Power Apps, Power Automate, SharePoint
- Designed and developed a Canvas Power App for employees to submit, track, and manage leave requests.
- Built automated approval, rejection, notification, reminder, and escalation workflows using Power Automate.
- Integrated SharePoint to maintain employee leave records, approval status, and leave history.
- Implemented validation, filtering, search, status tracking, and role-based access using Power Fx.
2. IT Helpdesk Ticket System
Tech: Power Apps, Power BI, SharePoint
- Developed a Power Apps ticketing solution for ticket creation, assignment, prioritization, tracking, and resolution.
- Designed SharePoint lists for tickets, categories, priorities, SLA status, support teams, and resolution details.
- Implemented search, filtering, status tracking, and role-based views for employees, support agents, and administrators.
- Created Power BI dashboards for ticket volume, SLA performance, resolution time, and support productivity.
3. HR Employee Exit Management
Tech: Power Apps, Power Automate, SharePoint, Microsoft Teams
- Developed an employee exit application covering resignation, approvals, department clearance, and closure.
- Built automated workflows for HR, managers, IT, Finance, and other stakeholders.
- Integrated SharePoint for exit records, clearance status, supporting documents, and approval history.
- Automated Teams and email notifications, reminders, and escalations for pending actions.
4. Purchase Request Management
Tech: Power Apps, SharePoint, Power Automate
- Developed a purchase request application for submission, tracking, validation, and approval.
- Designed SharePoint lists to store purchase requests, requester details, approval status, request amount, and purchase history.
- Implemented multi-level approval routing based on request amount and business rules.
- Automated approval notifications, reminders, rejection handling, and status updates.
- Implemented role-based screens for requesters, managers, procurement users, and administrators.
5. Inventory Management
Tech: Power Apps, SharePoint, Power BI
- Developed a Power Apps solution for inventory items, stock receipts, stock issues, and transaction tracking.
- Designed SharePoint lists to store inventory master data, stock receipts, stock issues, and transaction history.
- Implemented item search, filtering, stock availability, and inventory movement functionality.
- Created Power BI dashboards for stock levels, low-stock items, movement, and consumption trends.
- Implemented business validations and inventory calculations using Power Fx.
6. Expense Reimbursement System
Tech: Power Apps, Power Automate, SharePoint, AI Builder
- Developed an expense reimbursement application for claim submission, receipt upload, approval, and tracking.
- Used AI Builder to extract information from expense receipts and reduce manual data entry.
- Built Power Automate workflows for manager and Finance approvals, notifications, reminders, and exception handling.
- Integrated SharePoint for expense records and supporting documents.
7. AI-Powered Invoice Processing System
Tech: Power Apps, Power Automate, AI Builder, SharePoint
- Developed an invoice processing application using Power Apps, Power Automate, and AI Builder.
- Configured AI Builder to extract invoice number, vendor, invoice date, amount, and other invoice information.
- Built automated validation, approval, exception-handling, and notification workflows.
- Integrated SharePoint for invoice document storage and structured invoice metadata.
8. Employee Movement Request
Tech: Power Apps, Power Automate, SharePoint
- Developed a solution for employee transfers, department changes, promotions, and location movements.
- Automated HR and stakeholder approvals, notifications, reminders, and escalation.
- Integrated SharePoint for employee movement records and approval history.
- Implemented validation, role-based access, and real-time request-status tracking.
9. Compliance Audit Report
Tech: Power Apps, SharePoint, Power Automate
- Developed a Power Apps solution for compliance audit findings, evidence, and corrective actions.
- Integrated SharePoint for audit records, supporting documents, and action tracking.
- Built Power Automate workflows for audit review, approval, due-date monitoring, and escalation.
- Automated notifications for pending and overdue corrective actions.
Power Automate (5)
1. AI Resume Screening
Tech: AI Builder, Power Automate
- Developed an automated resume screening workflow for resume collection, document processing, and candidate information extraction.
- Used AI Builder to extract candidate skills, experience, education, and relevant information.
- Implemented candidate matching against predefined job requirements and automated recruiter notifications.
- Added exception handling for incomplete or unsupported resume documents.
2. AI Invoice Processing Automation
Tech: Power Automate, AI Builder, Outlook, SharePoint
- Automated invoice processing from Outlook receipt through AI extraction, validation, storage, and exception handling.
- Configured AI Builder to extract key invoice information from incoming documents.
- Stored processed invoices and metadata in SharePoint.
- Automated notifications for successful processing, missing information, and processing failures.
3. Salesforce Lead Automation
Tech: Microsoft Forms, SharePoint, Power Automate, Salesforce
- Developed an automated lead creation process using Microsoft Forms and Power Automate.
- Validated and transformed submitted lead information before sending it to Salesforce.
- Integrated SharePoint for lead tracking, processing status, and audit information.
- Implemented notifications, duplicate/error handling, and integration monitoring.
4. Recruitment Agent – Job Posting
Tech: Power Automate, Monster, LinkedIn, Dice
- Designed automated recruitment workflows for job information collection, validation, and posting operations.
- Automated job-posting activities across supported recruitment platforms.
- Implemented recruiter notifications and posting-status tracking.
- Added exception handling for failed postings and incomplete job information.
5. Smart Document Management System
Tech: Power Automate, SharePoint, AI Builder, Copilot
- Developed an automated document management solution using Power Automate and SharePoint.
- Automated document classification, metadata extraction, routing, storage, approval, and lifecycle tracking.
- Used AI Builder for intelligent information extraction from business documents.
- Integrated Copilot capabilities to support document search and information retrieval.
Microsoft Copilot Studio (1)
1. Internal AI Chatbot for Compunnel Inc
Tech: Microsoft Copilot Studio, Power Automate, SharePoint, Microsoft Teams
- Designed and developed an internal AI chatbot using Microsoft Copilot Studio for employee self-service and knowledge access.
- Configured topics, conversational flows, generative answers, prompts, and company knowledge sources.
- Integrated SharePoint as a knowledge source and Power Automate actions to execute business processes.
- Enabled Microsoft Teams access and implemented fallback/escalation handling for unsupported requests.
- Applied appropriate access controls so users receive only authorized information.
N8N (2)
1. AI Customer Support Agent
Tech: N8N, JavaScript, AI
- Designed an N8N workflow that classifies incoming customer queries by intent instead of relying on a fixed keyword list.
- Integrated an LLM node to interpret each query and select the appropriate action — order lookup, knowledge-base search, or ticket creation — rather than following a scripted decision tree.
- Built custom JavaScript nodes to shape and validate data between the LLM and downstream systems where N8N's built-in nodes weren't sufficient.
- Implemented a fallback path that routes low-confidence or out-of-scope queries to human support instead of guessing at a response.
2. AI Email Classification Engine
Tech: N8N, LLM, Outlook
- Built an N8N workflow that monitors an Outlook inbox and classifies incoming emails by category and priority using an LLM.
- Extracted key information from email content to route messages to the correct team or process automatically.
- Implemented confidence-based handling so ambiguous emails are flagged for manual review instead of being misrouted.
- Reduced manual email triage by automating the initial classification and routing step.
Publication
AI Engineer Mastery: From Zero to Production
Notion Press · 2026 · ISBN 9798904511722 · Paperback, 230 pages
Everyone is "doing AI." Most are still copy-pasting tutorial code
that breaks the moment a real user touches it. AI Engineer Mastery is the bridge —
a pragmatic, opinionated, code-heavy field guide that takes you from your first
genai.Client() call to deploying production AI systems with monitoring,
evaluation, and safety guardrails.
43 chapters covering Foundations (streaming APIs, LangChain, memory, vector databases, RAG), Agents (ReAct, MCP, CrewAI, AutoGen, LangGraph, Google ADK), and Production (LoRA fine-tuning, advanced/hybrid RAG, deployment on Vertex AI, AWS Bedrock & IBM WatsonX).
Certifications
Applied GenAI in Workato
Workato · 2024
N8N Level 1 & Level 2
N8N · 2024
Workato Foundation Level 1 & 2
Workato · 2023
Enterprise Automation with Workato
Workato · 2023
Integration Developer
Workato · 2023
PL-900: Power Platform Fundamentals
Microsoft · 2022
Automation Pro I & II
Workato · 2021
Working with Databases in Workato
Workato · 2021
Building SDK Custom Connectors
Workato · 2021