DevOps & Cloud Engineer with over 8 years of hands-on experience in designing, automating, and optimizing mission-critical deployments over large-scale cloud infrastructure. I bring deep expertise in CI/CD pipelines, MLOps, cloud-native development, container orchestration, and infrastructure as code (IaC). I’ve successfully supported enterprises, startups, and SMEs migrate legacy applications to cloud-native architectures, implement automated deployment strategies, and scale AI/ML solutions using best practices in DevOps & MLOps. My Expertise: DevOps & CI/CD Automation • CI/CD Tools: Jenkins, GitLab CI/CD, GitHub Actions, Bamboo, TeamCity, Azure DevOps • Configuration Management: Ansible, Chef • Infrastructure as Code (IaC): Terraform, CloudFormation, ARM Templates • Containerization & Orchestration: Docker, Kubernetes (K8s), Helm Charts • GitOps workflows for secure and automated delivery pipelines Cloud Platforms & Services • Azure: Azure DevOps Pipelines, ARM, Azure Security Center, Front Door, APIM, Azure Functions • AWS: EC2, ECS, EKS, Lambda, S3, IAM, CloudFront, CloudWatch, NAT Gateway, CodePipeline, Amplify, Lightsail • GCP: GKE, VPC, Cloud Run, Cloud Functions, IAM, Workload Identity Federation, CI/CD with Apigee • IBM Cloud: VPC, Load Balancer, Cloud Foundry, Watson AI Services (Speech-to-Text, Discovery, Chatbot, Translator), Kubernetes, Code Engine MLOps & AI Model Deployment • ML platforms: MLflow, Kubeflow • Containerized ML models for scalable prediction • GPU setup: NVIDIA, CUDA Toolkit on VMs and distributed environments • End-to-end ML lifecycle management: training, tracking, model registry, and inference pipelines • ML deployment across Azure ML, AWS Sagemaker, GCP AI Platform RedHat OpenShift • Configure and install clusters On-Prem and Cloud-based RedHat OpenShift deployments (AWS, Azure, IBM) • OpenShift administrative tasks like Manage and automate OpenShift Container Platform (Scaling, HPA, upgrades, storage) • Tekton CI/CD integration with OpenShift platform • Deploying ML/AI applications on OpenShift environments Monitoring, Logging & Security • Monitoring tools: Prometheus, Grafana, AppDynamics • Logging: ELK Stack (Elasticsearch, Logstash, Kibana) • Network and API Security: Azure Front Door, APIM policies, AWS IAM, GCP IAM Full Stack & Web Development • Frontend: HTML5, JavaScript, Angular, Bootstrap, WordPress • Backend: Node.js, Express.js, PHP, C#, Java, Python, .NET • API Development & Integration: RESTful APIs, API Gateway, Apigee • Databases: PostgreSQL, MySQL, MongoDB, Oracle, DB2 Let’s Work Together Whether you’re looking to build scalable cloud-native infrastructure, modernize legacy systems, or deploy AI/ML pipelines into production, I’m here to deliver high-quality, reliable, and secure solutions.

I architect, build, and implement AI systems that turn business data into decisions — conversational analytics, predictive ML models, and autonomous AI agents that automate real workflows. Backed by 16+ years and 400+ delivered projects, I bridge the gap most AI freelancers can't: I don't just prototype models, I design the end-to-end solution and engineer the data foundation, pipelines, and cloud architecture that make AI production-ready, secure, and scalable. I work as a true solution partner — architecting, executing, and implementing around each client's custom business use case, timeline, and budget. From a single AI agent to a full data-and-AI platform, I right-size the solution so you get maximum value without overspending. WHAT I DELIVER • Conversational AI & "Chat with your data" — Ask questions in plain English and get instant answers, trends, and forecasts from your CRM, sales, finance, HR, and ops data. Built on Vertex AI, Gemini Pro, LLMs, and BigQuery ML with retrieval-augmented generation (RAG) over vector databases (pgvector, Vertex AI Vector Search). • Agentic AI & Process Automation — Autonomous, multi-step AI agents that complete tasks, not just chat. I design and ship end-to-end automations with n8n and Make, integrating LLMs directly into your business processes for measurable efficiency gains. • Predictive Analytics & Custom ML — Forecasting, churn prediction, classification, and anomaly detection using BigQuery ML and Python (TensorFlow, PyTorch, scikit-learn, XGBoost). • Solution Architecture & Implementation — End-to-end ownership: discovery, architecture, build, deployment, and handover — tailored to your use case and budget, with scalability, security, and compliance designed in from day one. GEN AI & MACHINE LEARNING • Vertex AI (Gemini Pro / Flash), BigQuery ML, Vertex AI Agent Builder & RAG pipelines • LLM integration, prompt & context engineering, embeddings & semantic search • Vector databases: pgvector (PostgreSQL), Vertex AI Vector Search • Conversational AI, AI chatbots & assistants grounded in your own knowledge • Agentic workflows and AI-driven automation with n8n and Make (Integromat) • Custom ML model training & deployment: TensorFlow, PyTorch, scikit-learn, XGBoost, Pandas, NumPy — for forecasting, recommendation, churn, and anomaly detection • MLOps: model training, evaluation, monitoring, and lifecycle management DATA ENGINEERING & WAREHOUSING (the foundation that makes AI work) • ETL/ELT: Dataflow, Datastream, Dataproc, Cloud Functions (Python/Node.js), dbt, AWS Glue, SSIS, Airbyte, Fivetran • Real-time & batch ingestion: Google/Facebook Ads, GA4, Search Console, Salesforce, REST APIs, JSON/CSV, SQL & NoSQL databases • Warehousing & modeling: BigQuery, Snowflake, Redshift, Azure Synapse, SQL Server, Oracle — star/snowflake schemas, partitioning, clustering, and performance tuning • Databases: PostgreSQL (pgvector), MySQL, MongoDB, MariaDB, Oracle, SQL Server, AWS RDS — deployments, upgrades, and zero-downtime migrations BI & ANALYTICS • Executive-ready, AI-augmented dashboards in Looker Studio, Power BI, Tableau, Looker, QuickSight — KPIs for Marketing, Sales, Finance, HRMS, Operations & CRM CLOUD & GOVERNANCE • Multi-cloud: GCP (primary), AWS, Azure • Secure, scalable architectures: IAM, RBAC, row-level security, VPCs, encryption • Data governance & compliance: access/change management, classification, auditing, GDPR PROVEN TRACK RECORD • 16+ years experience • 400+ successful projects • 50+ data warehouses • 200+ pipelines & dashboards • 30+ zero-downtime migrations • 50+ business-application implementations (CRM, ERP, HRMS, Finance, Supply Chain, SIS/LMS, EHR, Banking, Hospitality) WHY CLIENTS CHOOSE ME I combine a business mindset with deep technical excellence. I architect the right solution for your goals and budget — not the trendiest — and own the full lifecycle from raw data to AI-driven insight and automation. You get solutions that ship on time, within scope, and built to last. Tell me the outcome you're after — a conversational analytics assistant, an AI agent that automates a workflow, or a predictive model — and I'll architect the fastest path to value. Skills tags (order matters — AI first) Generative AI · Vertex AI · Gemini · LLM · Conversational AI · RAG · Vector Database · Machine Learning · BigQuery · n8n · Make · Python · TensorFlow · Solution Architecture · Data Engineering

Oracle APEX Developer | 8+ Years Experience | PL/SQL | ORDS | OCI | REST API | Oracle Database Architect If you are looking for an Oracle APEX Developer who understands enterprise systems, database architecture, performance tuning, API integration, and scalable cloud deployment you are in the right place. I bring 8+ years of hands-on experience in Oracle APEX development, advanced PL/SQL programming, Oracle Database architecture, and REST API integration. I build high-performance, secure, and production-grade Oracle APEX applications for businesses that require reliability, scalability, and clean system design. I do not build basic demo apps. I build enterprise-ready Oracle APEX solutions. 𝗠𝘆 𝗖𝗼𝗿𝗲 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 • Oracle APEX Development (Interactive Reports, Forms, Dashboards, Charts, Custom Plugins) • Advanced PL/SQL Programming & Stored Procedures • Complex SQL Queries & Query Optimization • Oracle Database Design & Architecture • Oracle REST Data Services (ORDS) Configuration • RESTful API Development & Third-Party API Integration • Oracle Cloud Infrastructure (OCI) Deployment • Oracle Forms & Reports Migration to APEX • Progressive Web Apps (PWA) in Oracle APEX • Authentication & Authorization (SSO, OAuth2, RBAC) • APEX Performance Tuning & Security Hardening • Data Migration, ETL & System Integration • Oracle E-Business Suite (EBS) Integration • Oracle Fusion / HCM Integration • WebLogic Server Configuration • SaaS Application Development using Oracle APEX 𝗪𝗵𝗮𝘁 𝗠𝗮𝗸𝗲𝘀 𝗠𝗲 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 Most Oracle APEX Developers focus only on the front-end builder. I focus on the entire ecosystem: • Clean database schema design • Optimized PL/SQL logic • Secure ORDS setup • Scalable OCI deployment • API-first architecture • Maintainable and modular code structure I build Oracle APEX systems that can handle thousands of users, complex workflows, enterprise reporting, and real-time API communication. 𝗧𝘆𝗽𝗲𝘀 𝗼𝗳 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 𝗜 𝗕𝘂𝗶𝗹𝗱 • ERP Systems • HRMS & Payroll Management • CRM Systems • Inventory & Warehouse Management • Financial Reporting Systems • Government Portals • Workflow Automation Platforms • Multi-tenant SaaS Applications • Internal Business Dashboards 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗦𝘁𝗮𝗰𝗸 Oracle APEX Oracle Database 11g / 12c / 19c / 21c PL/SQL SQL Optimization ORDS RESTful API JSON / SOAP Web Services JavaScript jQuery AJAX HTML5 CSS3 Bootstrap Oracle Cloud Infrastructure (OCI) WebLogic Server Git Version Control 𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗛𝗶𝗿𝗲 𝗠𝗲 • Strong understanding of Oracle Database internals • Deep expertise in PL/SQL performance tuning • Clean and maintainable APEX application architecture • Clear communication and requirement understanding • Secure coding standards • On-time delivery with proper documentation If you need a Senior Oracle APEX Developer who can design, develop, optimize, integrate, and deploy complete Oracle-based systems. I am ready to help. Let’s build a powerful Oracle APEX solution that is scalable, secure, and future-ready.

Founding Engineer who built a production B2B AI SaaS from zero to live users as the sole engineer across backend, frontend, AI/ML, infrastructure, and security. Scales his output through fluent use of AI-powered coding tools, shipping at a velocity that would typically require a small team. 15+ years of enterprise engineering depth behind it, including 12 years at Brazilian enterprise software firms where he led delivery teams of 4–5 engineers across complex B2B projects. Equally comfortable operating as solo founding engineer or technical co-founder shaping product strategy with founders, and as a team lead hiring, mentoring, and scaling an engineering org from the first hire onward.

⭐ Upwork Expert-Vetted (Top 1% of Talent) | 100% Job Success ⭐ ⭐ Multicloud Certified Expert (Azure, GCP, AWS, OCI) ⭐ ⭐ Production-Grade AI Agents & Agentic Workflows (n8n, CrewAI, LangChain) ⭐ High-Scale Cloud Architecture Meets Intelligent Automation I am an Enterprise Solutions Architect with decades of hands-on experience designing, building, and scaling resilient infrastructure. Holding expert-level certifications across Azure, GCP, and AWS—alongside specialized credentials in Google Professional Network Engineering, SASE, and Azure & OCI Generative AI—I bridge the gap between complex low-level infrastructure and cutting-edge artificial intelligence. I don’t just build cloud systems or deploy AI models in isolation. I architect the secure, high-throughput pipelines that make enterprise AI viable. Whether you need to orchestrate autonomous AI agents, optimize multicloud environments, or secure hybrid on-prem networks, I deliver production-ready systems built for scale, cost-efficiency, and zero downtime. Core Capabilities & What I Deliver: 🚀 Agentic Workflows & AI Automation: Designing and deploying autonomous AI agents and complex orchestration pipelines using n8n, CrewAI, and LangChain to automate high-value business processes. 🌐 Multicloud & Hybrid Architecture: Engineering cohesive, secure topologies across single-cloud, multicloud, or hybrid/on-prem setups with a heavy emphasis on zero-trust security and SASE principles. ⚙️ Network & Systems Engineering: Advanced traffic routing, high-scale performance tuning, and resilient infrastructure automation that ensures your data pipelines never choke. 🛠️ Infrastructure as Code (IaC) & Modern DevOps: Building repeatable, automated deployments that eliminate configuration drift and slash operational overhead. Why Enterprise Clients Hire Me: ⚡ Real-World Execution: I am a hands-on builder and founder. I have owned, operated, and maintained high-availability networks and data pipelines for decades. I know exactly where systems break in production, and I architect them to prevent it. 💎 Platform Agnostic: I don't force a one-size-fits-all framework. I leverage the exact strengths of Azure, GCP, AWS, OCI, or bare-metal hardware to maximize your ROI. 🎯 Zero Hand-Holding: As an Expert-Vetted professional, I operate autonomously. You give me the business objective or the architectural bottleneck; I deliver the strategy, the infrastructure, and the code. Let’s Build Something Resilient. Whether you are scaling an infrastructure overhaul, building an automated AI production pipeline, or trying to make disparate cloud systems talk to each other securely—I thrive on high-stakes, complex challenges. Click the "Message" or "Invite" button above, and let's discuss your architectural goals. #Cloud #Multicloud #Azure #GCP #AWS #OCI #Architecture #GenAI #AIAgents #AgenticWorkflows #n8n #CrewAI

❖ Katy Doan - an experienced CFO/Controller in Texas-USA (US Citizen): I am happy to offer a good service with good deal. Top-rated plus (Top 3% of Talent Freelancers) - an elite independent professional who consistently performs well on large contracts at the highest level, standing out by delivering premium quality on high-budget & longer-term jobs. 🎉 Awards: 2025: “100 Women To Know in America” (JP Morgan Chase); 2024: “Female Executive of the Year” Stevie Award; Business Elite - 40 under 40; Global Recognition; 2023 Rising Star - Women in Fintech Powerlist; 2020 “Female Manager of the Year” - Stevie Award - the World’s Premier Honor; Lollipop award from City of Baytown for completing FY21 Capital Improvement Annual Budget; Best ExcelCEO; Women’s Scholarship Award for CFA program; Fulbright scholarship… QUALIFICATION SUMMARY ▪ The Strategy program & Master of Finance (Harvard University); The Emerging CFO program (Stanford University); Paralegal Certificate (UCLA); Executive MBA (Rice University); A Doctor of Leadership, Master of Accounting (University of St. Thomas - Houston, Texas); MBA (Columbia Southern University); an CBP (Certified Bitcoin Professional), CPA (2 levels) and more than 20 years of experience (finance, investment, auditing, marketing, business, HR, payroll) in both public accounting & corporate accounting environment ▪ Knowledgeable in GAAP, IFRS, GAAS, IRS Code, SEC Regulations... ▪ Professional hands-on experiences in general accounting, cost accounting, auditing, tax, internal control, cash flow forecasting, financial planning & reporting, inventory control, process development… ▪ Quickbooks ProAdvisor Certificate, Odoo Certificate, D365 Microsoft Dynamics Certificate Experience with: SAP, Sage, D365, Quickbooks, Xero, Odoo, ERP Oracle, Zoho, NetSuite, Turbo Tax, Microsoft Office, Smartsheet, Bill.com, Expensify, Tsheet, ADP, Gusto... ▪ Fluent spoken & written English, Vietnamese; average French, Spanish Some Freelance Projects: 1/ Jan 15-present: investment consultant for bitcoin (BTC), ETH, cryptocurrency… reconciliation, data cleanup, analysis, realized/unrealized gain/loss, P&L, Balance sheet, -IT Company, Marketing Company, Investors, Contractors 2/ Jan 14-present: Global CFO/COO/CPA Advisory/Controller/Tax Filing (All states)/Financial Model/ Break even analysis/ Budget/ Forecast/ Cash Flow/ Business Consultant & Analyst/Business planner: Car wash, EV Charging, Start-up, Oil & Gas, E-commerce, IT Company, Non-profit Organization, Dallas Church, Labs, Construction, Hotels & Restaurants, Real Estate, Medical clinics/hospitals 3/ Jan 15-Present: Financial Management/CFO: Start-up Fundraising: Preliminary research of potential investors, Pitch deck review, Due Diligence, Funding documents (SAFE & Convertible Notes, PPM, Business plan) 4/ Jan 15: Monthly bookkeeping, payroll, finance, business consultant...Company, QB set up, migration & Quarterly Filings/Tax advisory/Stock Advisory for: Transport Co., E-commerce, Manufacturing Co. 5/ Dec 20: Frozen Food Industry: Initial Cleanup & Audit support & Monthly support & Strategy: from Quickbooks Desktop to Odoo as a Controller/CPA Advisor - Historical cleanup of books from January 2020 to present and restructure of Odoo platform to provide accurate/timely insights - Invoices, AP, AR, Chart of Accounts, Inventory... - Financial Statements: P&L, Income Statement, Balance Sheet, Cash Flow. - restructure into divisional management and reporting; advise on EoM close process (inventory reports, profitability per division, KPI tracking, basic financial statements, etc. - minimize tax liabilities throughout the year - leverage all Odoo automation and plug-in feature - manage all B&D revenue, expenses, AR/AP, payroll, inventory, and monthly reporting - establishing an accurate chart of accounts; properly categorize and reconcile books each month Others: 1/ Jan 18-Present: Controller/CPA Advisor: Healthcare Non-profit Industry - Preparing and publishing timely monthly financial statements. Managing all accounting operations including Billing, A/R, A/P, GL and Counsel, Cost Accounting, Inventory Accounting and Revenue Recognition. Supporting month-end and year-end close process. Planning, directing and coordinating all accounting operational functions - Managing the accumulation and consolidation of all financial data necessary for an accurate accounting of consolidated business results. Maximizing return on financial assets by establishing financial policies, procedures, controls, and reporting systems. Maximizing return and limiting risk on cash by minimizing bank balances and making investments 2/ Jan 16-Present: Senior Advisor: Odoo software migration/monthly bookkeeping/financial services…

I help organizations design, build, and scale production-grade AI systems that drive measurable business outcomes. With 15+ years of experience in software engineering, machine learning, and technical leadership, I have successfully delivered AI platforms, machine learning infrastructure, distributed systems, and cloud-native applications for startups, high-growth companies, and enterprise organizations. My background includes leadership and engineering roles at Quantcast, Oracle, Scotiabank, Moody's, and FreightSmart. I specialize in bridging the gap between business goals and technical execution, helping companies move from AI concepts and prototypes to scalable production systems. ================================================== AREAS OF EXPERTISE [ Generative AI & LLM Applications ] - Retrieval-Augmented Generation (RAG) - AI Assistants and Copilots - Agentic AI and Multi-Agent Systems - OpenAI, Anthropic, AWS Bedrock - LangChain and CrewAI - Prompt Engineering - Fine-Tuning and LoRA - Embeddings and Semantic Search - Knowledge Base Chatbots - Enterprise AI Solutions [ Machine Learning & Predictive Analytics ] - Forecasting Models - Recommendation Systems - NLP and Text Analytics - Classification and Regression Models - Customer Behavior Modeling - XGBoost - Scikit-Learn - PyTorch - Feature Engineering - Model Optimization [ AI Infrastructure & MLOps ] - Machine Learning Platforms - Model Training Pipelines - Model Serving Infrastructure - Kubernetes - Docker - Terraform - CI/CD Automation - Monitoring and Observability - Performance Optimization - Cloud-Native Architecture [ Backend & Data Engineering ] - Python - FastAPI - Java - Spring Boot - Apache Spark - Apache Airflow - Snowflake - PostgreSQL - DynamoDB - MySQL - Pinecone - pgVector - REST APIs - GraphQL - Microservices ================================================== SELECTED ACHIEVEMENTS • Built an enterprise Retrieval-Augmented Generation (RAG) platform using OpenAI Embeddings and pgVector, enabling natural language search across more than 100,000 operational records. • Developed AI-powered logistics agents that automate load creation, optimize driver assignments, and generate real-time operational insights. • Improved machine learning forecasting accuracy from 55% to 85% for a large-scale advertising platform, resulting in increased customer engagement and stronger business performance. • Led the migration of large-scale machine learning infrastructure from Hadoop/MapReduce to Spark and Airflow, significantly improving scalability, reliability, and development velocity. • Designed and delivered enterprise AI SDKs and NLP solutions adopted across multiple business units and products. • Built and managed cloud-native machine learning platforms supporting training, deployment, monitoring, and serving of production models. • Led and mentored teams of machine learning engineers and software engineers while driving technical strategy, architecture, and execution. ================================================== WHY CLIENTS WORK WITH ME Strong combination of hands-on engineering and technical leadership Deep expertise in Generative AI, Machine Learning, and Cloud Architecture Proven experience building production-ready AI systems at scale Ability to translate business objectives into practical technical solutions Focus on scalability, maintainability, security, and cost efficiency Clear communication, ownership, and reliable delivery ================================================== Whether you need a Generative AI application, RAG platform, intelligent agent system, machine learning solution, AI infrastructure, or a complete end-to-end product, I can help architect, build, and scale the solution from concept to production. Let's discuss how AI can create real business value for your organization.

⭐ ERPNext Certified Consultant • 🏆 Top-Rated ERP/ERPNext Consultant 💎 100+ ERP implementations across Nepal, India, USA, Australia, Switzerland, Germany, Zambia 🔧 ERPNext, SAP Business One (SAP B1), Oracle NetSuite ✅ 100% project delivery guarantee I’m a Global ERP Architect, ERP Consultant, and ERPNext Consultant specializing in end-to-end ERPNext - from business analysis & requirement gathering to configuration, customization, scripting, reports, and workflow automation. I unite manufacturing, finance, inventory, and CRM into reliable, scalable ERP systems that deliver measurable results. ⚙️ ERPNext Expertise (Open-Source Advantage) • Implementation & Customization: Manufacturing (Process/Batch/Discrete/Lean), Manufacturing (MPS/MRP/RCCP), Finance, Procurement, Inventory, CRM, Sales •Automation & Integrations: role-based workflows, client/server scripts, dashboards, complex SQL reports, multi-company/multi-currency •Why ERPNext (Open-Source): no license lock-in, full code transparency, faster custom features, active community, robust REST API - ideal for long-term TCO reduction and agility 🧩 Cross-Platform Experience •SAP Business One (SAP B1): Led large-scale rollouts (incl. Nepal Oil Corporation), item/warehouse/finance optimization, approvals, and reporting •Oracle NetSuite: Order-to-Cash, Procure-to-Pay, manufacturing & financial controls, saved searches, workflows, and integrations •This cross-platform depth helps me design vendor-neutral, best-practice ERPNext solutions that outperform typical “config-only” builds. 💡 What Clients Get •Architecture + Delivery: I don’t just configure - I architect, automate, and own outcomes •Manufacturing First: BOMs, WOs, Job Cards, QC/QC flows, capacity planning, batch/serial tracking •Guaranteed execution: transparent planning, rigorous testing, and 100% delivery mindset Let’s build an ERPNext that fits your business - not the other way around.

I am a NetSuite Consultant focused on delivering measurable results and providing an outstanding customer experience. I actively collaborate in project management, ensuring goals, timelines, and expectations are consistently met. I currently hold three NetSuite certifications: -NetSuite ERP Consultant -NetSuite Administrator -SuiteFoundation My experience includes successful implementations and optimizations of multiple NetSuite modules such as Warehouse Management System (WMS), Advanced Inventory, Fixed Assets Management, Electronic Bank Payments, Avalara Tax, Advanced Intercompany, Revenue Recognition, among others. I have also led process automation initiatives across several projects, improving efficiency and reducing manual work. I work alongside two senior NetSuite consultants, each with 10+ years of hands-on experience and strong functional and technical expertise. As a team, we have successfully delivered 50+ NetSuite implementations, including complex customizations, integrations with external systems, and tailored solutions to meet specific business needs. We also provide clear and structured documentation to support user training, adoption, and long-term scalability. Our approach is centered on simplifying complexity, finding efficient and scalable solutions, and continuously optimizing day-to-day operations to help clients get the maximum value from NetSuite.

NetSuite Developer | Custom Solutions & Advanced Integrations Experienced NetSuite developer specializing in translating business requirements into scalable technical solutions. I build custom functionality that extends NetSuite’s native capabilities to match your exact workflow needs. Core Expertise: ∙ Advanced PDF/HTML Templates: Custom Suitelets and UserEventScripts that render complex data not available through standard NetSuite templates (work orders, assembly builds, BOMs, picking tickets, completion reports) ∙ Data Solutions: Saved searches, workbooks, and custom reports optimized for operational efficiency ∙ Third-Party Integrations: Tax calculation APIs, Make automation for lead capture and follow-up, CRM integrations ∙ Business Process Automation: AP/AR workflow optimization, Quality Management systems, manufacturing documentation Technical Approach: I focus on production-ready code that integrates seamlessly with existing processes. Solutions include proper error handling, maintainable architecture, and comprehensive testing. I work directly with stakeholders (finance, operations, quality teams) to ensure deliverables match real-world use cases. Deliverables: SuiteScript 2.1 (Suitelets, UserEventScripts, ScheduledScripts), Advanced PDF/HTML templates, Custom fields and records, Saved searches, Integration architecture and API connections. Available for fixed-price projects and ongoing support. Direct communication, realistic timelines, clean code.​​​​​​​​​​​​​​​​