AI automation & workflow systems

Turn repetitive workinto intelligent flow.

I build practical automation systems that connect business inputs to reliable actions—using AI where reasoning helps, deterministic logic where reliability matters, and clear human controls where decisions need review.

Automation canvas

Input → intelligence → action

INPUT

Email, document, form, CSV

REASON

Extract, classify, match, decide

CONTROL

Rules, evidence, approval

ACT

Sheet, database, alert, report

Document AI

unstructured inputs

AI orchestration

cross-system workflows

Inbox automation

communications → actions

Data pipelines

repeatable analytics

AI where judgment matters

Use models for interpretation, extraction, routing and drafting—not for every step.

Automation where rules win

Keep deterministic validation, writes, calculations and state changes predictable.

Controls around the workflow

Add evidence, approvals, authorization and auditability before letting automation act.

Selected workflow systems

From messy inputs to usable outcomes.

A capability-focused view of the automation systems and products I’ve built, organized around the business workflow rather than just the technology.

Enterprise knowledge automationFeatured

Enterprise Document Intelligence Agent

A document intelligence runtime that turns PDFs, DOCX, PPTX and XLSX into searchable, evidence-grounded answers and controlled specialist workflows.

Workflow
Upload
Parse
Retrieve
Rerank
Agent
Verify
PythonFastAPINext.jsPostgreSQLRedisRAGReranking

The bottleneck

Teams lose time searching across long, unstructured files and still need confidence that the answer came from an authorized source.

The automation

Ingest → normalize → hybrid retrieve → rerank → authorize evidence → run a controlled agent → verify the result.

Built as an enterprise-grade engineering system with security, async processing and evaluation as first-class concerns.

Procurement exception automationFeatured

KaryaFlow AI

An evidence-first procurement copilot that reconciles purchase orders, invoices and delivery challans before recommending the next operational action.

Workflow
PO
Invoice
Challan
Match
Recommend
Approve
PythonFastAPIGeminiSQLiteDocument AIAudit Trail
Claims operations automationFeatured

Insurance Email Monitor

A continuous email-to-operations pipeline that identifies insurance claim/allocation emails, extracts structured fields with AI and writes clean records to Google Sheets.

Workflow
Inbox
Filter
Extract
Deduplicate
Write
Track
PythonGmail IMAPGroqGoogle SheetsWindows Automation
Scheduled AI discoveryFeatured

RolePilot Intelligence Pipeline

An always-on opportunity intelligence pipeline that discovers roles, validates application links, enriches listings and refreshes searchable data on a scheduled cadence.

Workflow
Discover
Validate
Ingest
Enrich
Embed
Publish
Next.jsPostgreSQLOpenAIHugging FaceGitHub ActionsRender
Cloud data automation

Sales Analytics Data Pipeline

An end-to-end cloud pipeline that converts raw CSV sales data into a partitioned analytical warehouse with automated quality checks and dashboards.

Workflow
Upload
Model
Validate
Orchestrate
Transform
Report
GCSBigQueryCloud ComposerAirflowSQLLooker Studio
Local business workflow automation

Life Aqua Operations Software

A desktop-first business operations system for recurring billing workflows, designed to reduce repetitive manual entry in day-to-day operations.

Workflow
Input
Validate
Persist
Review
Operate
Repeat
ElectronJavaScriptSQLiteDesktop Automation

Your workflow

Bring me the repetitive process.I’ll map the system around it.

Great automation starts with the workflow, not the model. I can turn a manual process into a clear system with triggers, data flow, AI reasoning, controls and measurable hand-offs.

Discuss an automation
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