Available for AI, Automation & Software Projects

AI Solutions, Automation
& Cloud Engineer

I build enterprise AI systems, intelligent automation, APIs, software workflows, and cloud solutions that turn manual operations into scalable systems.

From AI agents and RAG to Python APIs, n8n workflows, PostgreSQL systems, AWS infrastructure, databases, and enterprise integrations.

Enterprise systems across Healthcare • Finance • Real Estate • Operations • Cloud

AI AgentsPythonn8nFastAPIAWSRAGPostgreSQLREST APIsDockerSupabase
GitHubContact Me
AI CORE
AI Agents
Workflow Automation
Databases
Cloud APIs
Analytics
0+
AI, Automation & Software Projects
0+
Core Technologies
Enterprise
Workflow Systems
AI • Cloud • Software
Agents • RAG • APIs • Automation • Data
About

Building AI Solutions That Solve Real Business Problems

I am an AI Automation Engineer and AI Solutions Developer passionate about transforming ideas into intelligent solutions that help businesses work smarter.

I design and build AI-powered applications, intelligent agents, workflow automation, document intelligence platforms, Retrieval-Augmented Generation systems, and cloud integrations using technologies such as OpenAI, n8n, Supabase, PostgreSQL, APIs, and modern cloud services.

My goal is to automate repetitive processes, improve business decision-making, connect business systems, and build scalable AI applications that deliver measurable value for organizations of every size, from startups and small businesses to larger operational teams.

AI Agents
Building intelligent AI assistants and autonomous business workflows.
Workflow Automation
Designing automated workflows that integrate applications, APIs, databases, and cloud services.
AI Solutions
Developing practical AI applications that solve real business challenges.
Cloud & Data
Connecting cloud platforms, databases, APIs, and business systems into intelligent solutions.
Technology Stack

Technology Stack

Modern technologies used to design, build, and deploy intelligent AI solutions.

AI & Intelligence
  • OpenAI
  • AI Agents
  • Retrieval-Augmented Generation
  • Prompt Engineering
  • Vector Search
Automation Platforms
  • n8n
  • Make
  • Zapier
Backend & Databases
  • Supabase
  • PostgreSQL
  • pgvector
  • Pinecone
  • Qdrant
APIs & Integrations
  • REST APIs
  • Webhooks
  • JSON
  • Gmail
  • Google Calendar
  • Google Sheets
Programming
  • Python
  • JavaScript
  • SQL
Business Solutions
  • CRM Automation
  • Lead Qualification
  • Customer Support
  • Appointment Scheduling
  • Email Automation
  • Document Processing
  • Procurement Automation
  • Business Process Automation
Services

How I Help Teams Ship AI

Practical AI and automation services for individuals, startups, small businesses, agencies, growing companies, and enterprise teams.

AI Workflow Automation
End-to-end intelligent workflows connecting your tools and business systems.
n8n, Make & Zapier Automation
Custom automations built on the leading no-code and low-code platforms.
AI Agent Development
Autonomous agents for support, research, sales, and back-office tasks.
OpenAI Integration
Prompt engineering, function calling, and structured outputs integrated into your apps.
RAG Knowledge Assistants
Grounded AI assistants that answer questions from your internal knowledge base.
CRM & Sales Automation
Lead qualification, scoring, follow-ups, and CRM syncing.
Customer Support Automation
AI triage, routing, and reply drafting across email, chat, and tickets.
Appointment Scheduling
Intelligent booking assistants integrated with Google Calendar and CRM.
API Integrations
Reliable integrations between SaaS tools, databases, and internal systems.
Document Processing
AI extraction, validation, and classification for PDFs, invoices, and forms.
Business Process Automation
Digitize approvals, notifications, and multi-step operational workflows.
AI Automation Consulting
Advisory and implementation for teams adopting AI and automation.
Workflow Scenarios

100+ Workflow Scenarios Designed

Across sales, support, operations, finance, HR, and knowledge management — I've designed automated workflows for every part of the modern business.

  • Lead capture and qualification
  • CRM updates and enrichment
  • Customer support routing
  • Email processing and triage
  • Appointment scheduling
  • AI receptionist workflows
  • Contract analysis
  • Knowledge retrieval (RAG)
  • Document processing
  • Procurement workflows
  • Vendor management
  • Multi-agent business operations
  • Data synchronization
  • Notifications and approvals
  • API-connected business processes
Featured Projects

AI Solution Case Studies

A curated selection of AI-powered solutions designed to solve business challenges across multiple industries.

Live AI Automation ProjectCompleted & Deployed
AI Automation · AI Solution Engineering · Customer Experience · RAG

AI Website Receptionist, Business Discovery and Controlled Learning System

An intelligent website receptionist I designed and built that answers questions from approved business and industry knowledge, guides structured business discovery, recommends suitable AI solutions, estimates preliminary ROI with stated assumptions, qualifies opportunities, creates personalized reports, manages consultation requests, supports human escalation and learns new information only after human approval.

AI Website Receptionist
Structured Business Discovery
Approved Knowledge RAG
Preliminary ROI Estimation
Lead Qualification & Scoring
Supabase / PostgreSQL CRM
Cal.com Consultation Availability
Human-Approved AI Learning
Technologies
n8nOpenAISupabasePostgreSQLSupabase Vector StoreOpenAI EmbeddingsGmailJavaScriptFramerCal.comRAGWebhooksHTML/CSSStructured Output Parsing
Watch Demo
Live AI Automation ProjectCompleted & Deployed
AI Automation · Content Operations · Marketing Automation · AI Solution Engineering

Edwin AI Solution — Daily Social Media Content Publisher

An approval-controlled AI content publishing system I designed and built that researches suitable business topics, reviews recent content to prevent repetition, generates professional AI automation marketing copy, builds an exact branded 1200 × 1200 social-media flyer, sends the complete post for human approval and publishes only approved content.

Daily Theme & Service Focus
Topic & Research Review
Repetition Prevention
AI Marketing Copywriting
Branded 1200 × 1200 Flyer
Approval Email to Human
Approval-Controlled Publishing
Social Publishing Integrations
Technologies
n8nOpenAIStructured Output ParsingJavaScriptHTML/CSSHTML-to-Image RenderingGmailSocial Publishing APIsWebhooks
Watch Demo
Enterprise AI AutomationCompletedAdvanced

AI Enterprise Reception & Operations Coordinator

I designed and built an enterprise-grade AI receptionist that automates customer interactions across multiple communication channels, including Website Chat, Email, WhatsApp, and Phone Transcripts. The system uses AI Agents, Retrieval-Augmented Generation (RAG), Supabase, OpenAI, Google Calendar, Gmail, PostgreSQL, and n8n to identify customers, classify intent, retrieve company knowledge, intelligently route requests, schedule appointments, notify departments, and maintain audit logs.

Customer Identification
Intent Classification
Knowledge Base (RAG)
Department Routing
CRM Automation
Google Calendar
Gmail Notifications
Audit Logging
n8nOpenAI GPT-4oSupabasePostgreSQLGoogle Calendar APIGmail APIRAGAI AgentsEnterprise Workflow Automation
Business Value

This AI solution replaces repetitive receptionist tasks by automatically identifying customers, understanding their intent, retrieving company knowledge, routing requests to the correct department, scheduling appointments, notifying employees, logging all activities, and escalating complex cases to humans when necessary.

Achievement Badges
Enterprise AIRAGAI AgentsOpenAIn8nSupabasePostgreSQLGoogle CalendarGmail APIWorkflow Automation
▶ Watch Demo
Data EngineeringProof of ConceptPython · ETL · Healthcare

Healthcare Provider MVP (Proof of Concept)

The Healthcare Provider MVP is a production-style Proof of Concept that demonstrates a complete healthcare data engineering workflow. The application validates, transforms, and processes healthcare provider data using a modular Python architecture while following software engineering best practices.

This project demonstrates my ability to design and build scalable, maintainable, and production-ready data engineering solutions.

End-to-End ETL Workflow
Data Ingestion Pipeline
Provider Data Validation
Data Transformation
Modular Architecture
Error Handling
Structured Logging
Unit Testing (Pytest)
Technologies
PythonSQLGitGitHubPytestLoggingETLData ValidationData TransformationVS Code
What This Project Demonstrates
Data EngineeringPython DevelopmentETL Pipeline DesignSoftware EngineeringData ValidationData QualityGit Version ControlTesting & QAClean ArchitectureProfessional Documentation
Project Impact
Python Application
Modular Architecture
ETL Workflow
Unit Tested
Production Ready
Data Validation Pipeline
▶ Watch Demo

Watch the Healthcare Provider MVP in action, including the complete ETL workflow, data validation, transformation process, application architecture, and live demonstration.

RailGuard AI system architecture: industrial sensors, time-series feature engineering, anomaly detection models, containerised FastAPI service on AWS and automated maintenance workflow
Production-Style ML SystemDeployed on AWS
Machine Learning · MLOps · Cloud Engineering · Industrial IoT

RailGuard AI — Industrial Predictive Maintenance & Failure Intelligence

Problem

Industrial air-compressor failures are costly and hard to see coming from raw sensor streams alone — teams need early, explainable warnings instead of after-the-fact alarms.

Solution

An end-to-end predictive-maintenance and failure-intelligence system built on the MetroPT-3 dataset (1.5M+ readings), combining time-series processing, machine learning, cloud infrastructure, monitoring, automated maintenance workflows, Infrastructure as Code and CI/CD into one production-style system.

Key Engineering
Industrial Time-Series Engineering
  • 1.5M+ MetroPT-3 air-compressor sensor readings processed
  • 1-minute aggregation and 30-minute trend features
Failure Intelligence Models
  • Global Isolation Forest anomaly detection
  • KMeans operating-regime detection with regime-specific models
Runtime Risk Engine
  • LOW / WATCH / HIGH / DUAL / CRITICAL risk states
  • Persistent fault confirmation, feature-level explanations, drift monitoring
Production Cloud Platform
  • FastAPI inference API in Docker on AWS EC2, Nginx, S3 prediction storage
  • CloudWatch monitoring and alarms with SNS alerting
Automated Maintenance Response
  • Authenticated n8n maintenance workflow triggered on confirmed faults
IaC & CI/CD
  • Terraform infrastructure as code, GitHub Actions with GitHub OIDC
  • AWS Systems Manager deployment with rollback-safe releases
Production Result

The deployed system was validated end to end using a real MetroPT feature window.

  1. Global anomaly detected
  2. DUAL risk state
  3. 20-minute persistent anomaly
  4. CONFIRMED_FAULT
  5. CRITICAL incident
  6. Prediction stored in S3
  7. Authenticated n8n maintenance workflow triggered
Tech Stack
PythonPandasNumPyscikit-learnFastAPIDockerAWS EC2Amazon S3IAMCloudWatchSNSAWS Systems ManagerTerraformGitHub ActionsGitHub OIDCNginxn8n
Live AI Automation ProjectCompleted & Deployed
Insurance · Claims Operations · AI Automation

ClaimOps AI — Enterprise Claims Intake & Case Readiness

AI-powered enterprise claims operations workflow I designed and built that validates incoming claims, assesses administrative case readiness, controls missing-information and document requirements, automates claimant follow-up, maintains an audit trail, and monitors SLA risk while keeping insurance decisions under human control.

Claims Intake Validation
AI Case Readiness
Document & Info Controls
Claimant Follow-Up
SLA Queue Monitor
Audit Logging
Human Review Routing
Insurance Decision Boundary
Technologies
n8nOpenAIJavaScriptWebhooksHeader Authenticationn8n Data TablesGmail / SMTPJSON validationRule-based routingAudit loggingSLA monitoring
Watch Demo
Live AI Automation ProjectCompleted & Deployed
Voice AI / AI Automation / Customer Operations

CallOps AI — AI Voice & Website Receptionist

A production-style AI receptionist system I designed and built that combines voice and website chat with business workflow automation. It allows customers to interact with an AI receptionist while connecting conversations directly to company knowledge, lead qualification, scheduling, follow-up and operational systems.

AI Voice Receptionist
Website AI Chat Receptionist
Approved Knowledge RAG
Lead Qualification
Consultation Booking
Customer & Call Logging
Automated Follow-Up
Human Escalation
Technologies
Vapin8nLLMsRAGSupabasePostgreSQLCal.comZoho MailFramerREST APIsWebhooksJavaScriptHTML / CSS
Watch Demo
Legal Technology and Compliance

AI Contract Intelligence & Compliance Platform

Business Challenge

Organizations struggle with expired contracts, missing signatures, incorrect clauses, compliance violations, missed obligations, and time-consuming manual legal reviews.

AI Solution

Developed a multi-agent AI platform that uploads and extracts contract PDFs, retrieves company policies using RAG, performs compliance analysis, calculates legal risk scores, extracts obligations and deadlines, generates executive summaries, and automatically escalates high-risk contracts to the legal team.

OpenAIn8nSupabasePostgreSQLRAGPDF ExtractionGmail
Key Features
  • Multi-agent architecture
  • Company policy retrieval
  • Contract compliance analysis
  • Risk scoring
  • Obligation and deadline extraction
  • Legal notifications
  • Executive reporting
Business Impact

Reduced manual contract review, improved compliance visibility, and enabled faster identification of high-risk agreements.

Watch Demo
Procurement and Supply Chain

AI Autonomous Procurement Intelligence Platform

Business Challenge

Organizations lose money through duplicate purchases, inconsistent vendor selection, slow approval processes, expired contracts, and poor supplier performance.

AI Solution

Built an AI procurement platform that validates purchase requests, evaluates vendors, checks for duplicate purchases, applies approval rules, generates purchase orders, and routes high-value requests for human approval.

OpenAIn8nSupabasePostgreSQLGmailAI Agents
Key Features
  • Procurement validation
  • Vendor intelligence
  • Duplicate purchase detection
  • Policy-based routing
  • Automatic purchase order generation
  • Human approval paths
Business Impact

Improved procurement efficiency, reduced unnecessary spending, and strengthened purchasing controls.

Watch Demo
Knowledge Management

AI Company Knowledge Assistant

Business Challenge

Employees spend too much time searching through internal documents, policies, and knowledge bases.

AI Solution

Built a Retrieval-Augmented Generation assistant that processes company documents, creates embeddings, performs semantic search using PostgreSQL and pgvector, and answers employee questions using grounded internal knowledge.

OpenAIn8nSupabasePostgreSQLpgvectorRAGEmbeddings
Key Features
  • Document ingestion
  • Text chunking
  • Vector embeddings
  • Semantic search
  • Source-aware responses
  • Internal knowledge retrieval
Business Impact

Reduced information search time and improved access to company knowledge.

Watch Demo
Productivity and Collaboration

AI Meeting Summarization & Follow-Up Automation

Business Challenge

Teams lose important decisions, action items, and follow-up responsibilities after meetings.

AI Solution

Built an AI workflow that processes meeting notes or transcripts, generates concise summaries, extracts action items, identifies owners and deadlines, and prepares automated follow-up communications.

OpenAIn8nGmailGoogle CalendarAPIsAI Agents
Key Features
  • Meeting summarization
  • Action item extraction
  • Owner identification
  • Deadline extraction
  • Follow-up email generation
  • Task and calendar support
Business Impact

Reduced missed actions, improved accountability, and saved time on post-meeting administration.

Watch Demo
Customer Service

AI Customer Support Ticket Classifier

Business Challenge

Support teams manually review incoming tickets, leading to slow routing, inconsistent prioritization, and delayed responses.

AI Solution

Built an AI ticket classification workflow that analyzes customer requests, identifies issue categories, detects urgency, assigns priority, and routes tickets to the correct department.

OpenAIn8nSupabaseGmailAPIsAI Agents
Key Features
  • Ticket categorization
  • Priority detection
  • Urgency analysis
  • Department routing
  • Structured AI outputs
  • Automated notifications
Business Impact

Improved ticket routing speed, reduced manual triage, and supported faster customer response times.

Watch Demo
Business Operations

AI Email Triage & Department Routing

Business Challenge

Organizations receive large volumes of emails that must be manually reviewed and forwarded to the correct teams.

AI Solution

Built an AI email triage workflow that reads incoming emails, classifies intent, extracts important details, detects urgency, and routes each email to the correct department.

OpenAIn8nGmailAPIsAI AgentsStructured Output Parsing
Key Features
  • Email classification
  • Intent detection
  • Urgency scoring
  • Department routing
  • Automated forwarding
  • Operational notifications
Business Impact

Reduced manual inbox management and improved communication routing across departments.

Watch Demo
Real Estate & CRM Automation

AI Property Lead Qualification & Sales Automation Platform

Business Challenge

Real estate companies spend significant time manually reviewing property inquiries, qualifying buyers, assigning agents, and following up with potential customers, resulting in delayed responses and missed sales opportunities.

AI Solution

Built an intelligent AI workflow that automatically analyzes property inquiries, qualifies buyers based on budget, urgency, financing readiness, preferred location, and property requirements, then generates a lead score, recommends actions, stores the lead in the database, sends personalized customer responses, requests manager approval, assigns a sales agent, updates the CRM, and schedules the next sales activities.

OpenAIn8nSupabasePostgreSQLGmail APIAI AgentsWorkflow Automation
Key Features
  • AI Lead Qualification
  • Intelligent Lead Scoring
  • Human-in-the-Loop Approval
  • Automated Customer Emails
  • Sales Manager Approval Workflow
  • CRM Status Updates
  • Sales Agent Assignment
  • Property Viewing Scheduling
  • End-to-End Workflow Automation
Business Impact

Reduced manual lead qualification, improved customer response times, increased sales team productivity, standardized the lead qualification process, improved CRM data accuracy, and accelerated the property sales workflow.

Watch Demo
Enterprise Real Estate / PropTech

LeaseOps AI — Enterprise Lease Administration & Critical-Date Control

Business Challenge

Enterprise real-estate teams manage large volumes of lease documents across multiple properties and portfolios. Manual processing increases the risk of missed deadlines, inaccurate portfolio data, and premature financial updates.

AI Solution

Built an AI-powered lease administration workflow that receives documents via authenticated API/webhook, classifies lease document types, extracts structured lease data, compares changes against existing records, routes uncertain cases to human reviewers, and stores approved changes without prematurely applying future-dated updates.

n8nOpenAIMistral OCRSupabasePostgreSQLREST APIsWebhook APIsStructured AI Outputs
Key Features
  • Authenticated document intake
  • OCR for scanned lease documents
  • AI lease document classification
  • Existing-record comparison
  • Structured lease data extraction
  • Human-in-the-loop review
  • Future-dated financial protection
Business Impact

Reduces repetitive lease-administration work, improves portfolio record accuracy, helps prevent missed critical dates, and lets lease administrators focus on exceptions and higher-value review.

Watch Demo
Finance Operations / Accounts Payable

APGuard — Enterprise Invoice Exception & Accounts Payable Operations

Business Challenge

Enterprise Accounts Payable teams frequently receive invoices that require manual comparison against purchase orders, vendor records, quantities, payment details, bank information, and other operational data. Invoices containing mismatches, duplicate references, incomplete fields, suspicious details, or policy exceptions often require staff to manually investigate the case before deciding how it should proceed.

AI Solution

APGuard coordinates invoice processing through a structured enterprise workflow. Incoming invoice information is normalized and validated before progressing through invoice, purchase-order, vendor, duplicate, mismatch, and suspicious-data checks. Invoices containing exceptions are classified and routed into a structured human-review or approval process instead of being silently rejected or automatically approved. Processing results are persisted in the database and important workflow actions are recorded for auditability.

n8nOpenAISupabasePostgreSQLREST APIsWebhook APIsStructured AI Outputs
Key Features
  • Structured invoice intake and normalization
  • Required-field validation
  • Vendor and purchase-order validation
  • Invoice-to-PO comparison
  • Duplicate and suspicious-invoice detection
  • Exception classification and routing
  • Human review with audit logging
Business Impact

Reduces repetitive invoice-review work, standardizes invoice validation, identifies AP exceptions earlier, gives reviewers structured information before investigation, maintains human control over financial approvals, and creates a clearer audit trail.

Watch Demo
More AI Solutions

More AI Solutions

Additional AI automation projects across customer experience, finance, IT operations, sales, HR, marketing, and document processing.

AI Customer Review Intelligence Platform

Analyzes reviews, sentiment, and recurring issues to surface actionable business insights.

OpenAIn8nSupabase
AI Order-to-Invoice Automation Platform

Automates end-to-end order intake, validation, and invoice generation across finance systems.

n8nPostgreSQLAPIs
AI Cloud Monitoring Command Center

Unifies cloud observability with anomaly detection and automated incident summaries.

OpenAIDockerAPIs
AI Invoice Approval Workflow

Extracts invoice data, applies approval policies, and routes exceptions to finance teams.

OpenAIn8nSupabase
AI Incident Analysis Platform

Correlates alerts, summarizes incidents, and generates remediation recommendations.

OpenAIn8nAPIs
AI Competitor Intelligence System

Monitors competitor updates and produces structured intelligence briefs for leadership.

OpenAIn8nRAG
AI Intelligent Document Processing Workflow

Extracts, classifies, and validates data from PDFs, forms, and business documents.

OpenAIn8nPDF Extraction
AI Sales Lead Qualification System

Scores inbound leads, enriches profiles, and prioritizes outreach for sales teams.

OpenAIn8nSupabase
AI Expense Management Automation

Categorizes expenses, enforces policies, and streamlines approval and reimbursement.

OpenAIn8nGoogle Sheets
AI HR Resume Screening Workflow

Parses resumes, matches candidates to roles, and shortlists top applicants for review.

OpenAIn8nPostgreSQL
AI Marketing Content Assistant

Drafts on-brand marketing content, briefs, and copy variations for campaigns.

OpenAIn8nAPIs
AI Business Analytics Dashboard

Aggregates operational data into AI-powered dashboards and executive summaries.

SupabasePostgreSQLAPIs
AI Production Support Agent

Assists on-call engineers with runbook retrieval, log analysis, and triage.

OpenAIRAGn8n
AI Operations Monitoring Dashboard

Consolidates operational metrics with intelligent alerting and anomaly detection.

n8nAPIsSupabase
AI Sales Pipeline Integrator

Syncs CRM, email, and calendar data into a unified AI-enhanced sales pipeline view.

OpenAIn8nAPIs
Experience

Experience

Ongoing
AI Automation Engineer & AI Solutions Developer

Designed and developed intelligent automation solutions using AI, workflow orchestration, APIs, cloud platforms, relational databases, vector databases, and business process automation.

Built end-to-end AI applications including Retrieval-Augmented Generation, intelligent document processing, AI agents, human approval workflows, PDF generation, automated notifications, monitoring systems, dashboards, and database-driven business processes.

Demonstrated experience solving business problems across legal, procurement, finance, customer support, knowledge management, productivity, sales, IT operations, and general business automation.

Skill Highlights
  • AI workflow architecture
  • Multi-agent systems
  • RAG and vector search
  • Database integration
  • Human-in-the-loop approvals
  • API and OAuth integrations
  • Structured output parsing
  • PDF and document automation
  • Monitoring and alerting
  • Business process design
Contact

Let's Build Your AI Solution

Have a process that takes too much time? Let's explore how AI and automation can simplify it — from AI agents and RAG assistants to CRM, support, scheduling, and operations workflows.