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🚀 MOST AI PROJECTS DON’T FAIL AT THE IDEA STAGE — THEY FAIL AT PRODUCTION I’ve taken 6+ enterprise AI systems from prototype → live deployment across pharma, energy, government, and financial sectors. If you already have a working POC but are hitting real-world constraints (latency, cost, scaling, reliability) — this is exactly where I work. 🧠 WHAT I ACTUALLY BUILD I design and ship production-grade agentic AI systems — not chatbot wrappers. My work sits at the intersection of: • Multi-agent orchestration • Enterprise knowledge pipelines • Real-world constraints (latency, cost, security, scale) This is not about connecting an LLM to your data. This is about building systems that hold under real usage. ⚙️ TECH STACK (2025–26) 🔹 Agent Frameworks MCP (Model Context Protocol), Google A2A, LangGraph, CrewAI, Azure AI Agent Service 🔹 RAG (beyond basics) Hybrid search, query rewriting, role-based access, eval loops, retrieval benchmarking 🔹 LLM Orchestration GPT-4o, Gemini, Claude — tool use, function calling, streaming, cost control 🔹 Backend & AI Services Python, FastAPI, Flask — high-performance AI APIs, async pipelines, long-running job orchestration 🔹 Voice AI & Real-Time Systems Speech-to-Text (STT), Text-to-Speech (TTS), real-time voice agents, streaming pipelines (Agora, WebRTC) 🔹 Cloud AI GCP (Cloud Run, BigQuery, Pub/Sub), Azure AI Search, Document Intelligence 🔹 Full Stack FastAPI, Spring Boot, React, Next.js 🔥 REAL PRODUCTION PROBLEMS I’VE SOLVED These are not “skills” — these are problems I’ve already been hired to fix: • 4+ hour AI jobs surviving GCP evictions (checkpointing + state recovery) • Multi-agent RAG with strict role-based document access • Reduced latency from 12s → <3s (P99) via pipeline redesign • Passed enterprise Azure security compliance (pharma platform) • Reduced hallucinations via eval loops + confidence gating • Fixed token cost overruns via batching + model routing 🏗️ SELECTED PROJECTS 🏥 Pharma Oncology AI Platform (Japan) Hybrid RAG + role-based access + streaming. Passed enterprise security review and reduced internal support load. ⚡ Energy Policy AI Assistant (Middle East) Structured RAG with citations for compliance teams. Built with React + reranking pipelines. 🏛️ Government AI Recruiter (US) 7-agent pipeline for candidate scoring + reporting. Reduced screening effort by 60–70%. 🤖 MCP-Based Enterprise Integration Integrated Claude with Liferay via MCP — enabling AI agents to interact with live enterprise systems. 🎙️ REAL-TIME AI & VOICE SYSTEMS I build conversational AI systems beyond text — including real-time voice interaction and AI-driven interviews. • AI interview platforms with live questioning, evaluation, and scoring • Voice agents using STT + TTS with sub-3s response pipelines • Streaming-based architectures (WebRTC / Agora) for real-time interaction • Integration with LLM reasoning pipelines for dynamic conversations These systems require tight control over latency, orchestration, and response quality — not just model integration. 🎯 WHO I WORK WITH ✔ Teams with a real use case (not “we want AI”) ✔ Projects beyond POC or serious about production ✔ Teams that need both AI + infrastructure expertise ✔ Clients who care about accuracy, latency, and reliability IF THIS SOUNDS FAMILIAR You built something. It worked in a demo. But it breaks in production. That’s the gap I close. 📩 Send your use case — I’ll tell you directly if I can help and what it takes to make it production-ready.

🎯 Liferay DXP 7.4 Certified Professional Back-End Developer ⌛ 10 Years on Liferay Platform 🏆 100% Job Completion | Top Rated on Upwork | 7500+ Hours on Upwork I have 10 years of expertise in Software Development, Solution Architecture, and Product Design, with a strong focus on Liferay and Spring technology. 💼 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐒𝐤𝐢𝐥𝐥 : 𝐂𝐨𝐫𝐞 : Java, J2EE, Liferay(6.X/7.X), Spring Boot, JSF, PrimeFaces,Icefaces, Richfaces, FHIR, ABDM, SNOMED-CT,REST, SOAP web services 𝐅𝐫𝐨𝐧𝐭-𝐄𝐧𝐝 : AngularJS, ReactJS, HTML4/5, XHTML, XML, CSS3, jQuery, JavaScript, AJAX 𝐒𝐞𝐫𝐯𝐞𝐫𝐬 : Tomcat, JBoss/Wildfly and Jetty, GlassFish 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 : Spring Security, OAuth2, JWT 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 : SQL, MySQL, PostgreSQL, MongoDB and Oracle 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 : Gmail, Google Meet, Google Calendar, Zoom, RazorPay, Stripe, SMTP, Twilio, DocuSign, Google Maps API, PayPal 𝐇𝐞𝐚𝐥𝐭𝐡𝐂𝐚𝐫𝐞 𝐒𝐭𝐚𝐧𝐝𝐚𝐫𝐝 : FHIR | EHR | EMR | SNOMED | HL7 | OpenEHR | OpenEMR | ABDM 𝐒𝐞𝐚𝐫𝐜𝐡-𝐄𝐧𝐠𝐢𝐧𝐞𝐬 : Apache Solr, Elastic Search 𝐂𝐥𝐨𝐮𝐝 𝐚𝐧𝐝 𝐃𝐞𝐯𝐨𝐩𝐬 : AWS, Google Cloud, Azure, Jenkins, CICD, Docker, Kubernetes 𝐓𝐞𝐬𝐭𝐢𝐧𝐠 : JTest, JUnit, Mockito and Powermock 𝐂𝐨𝐝𝐞 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 𝐓𝐨𝐨𝐥𝐬 : Crucible and Sonarqube 𝐁𝐮𝐢𝐥𝐝 𝐭𝐨𝐨𝐥𝐬 : Maven, Gradle, Ant, npm, grunt and webpack 𝐕𝐂𝐒 : SVN, GIT, GITLAB, Bitbucket 𝐎𝐒 : Linux, Windows and Mac OS 𝐁𝐮𝐠/𝐈𝐬𝐬𝐮𝐞 𝐭𝐫𝐚𝐜𝐤𝐞𝐫𝐬 : Jira, asana, Trello 🔐𝐋𝐢𝐟𝐞𝐫𝐚𝐲 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 : ➜ Expert in almost all OOTB features [ Sites, Pages, Webcontents, Fragments, Layouts, Asset Publishers, Categories, Tags, Search, Workflows, User Management, Roles, Permission, User Groups ] ➜ Implemented Custom Portlets [ using MVC, React, Spring, JSF, service builder and standards like OSGI, JSR 168 and 268 ] ➜ Implemented REST API using Liferay Rest builder ➜ Implemented themes [ using Freemarker, velocity ], ➜ Customized Liferay [ using Service wrapper, Portlet filter, Lifecycle events, Model listeners, Search contributors, JSP, Core Classes ] ➜ Implemented Web Fragment [ Freemarker, HTML, CSS, Javascript ] ➜ Implemented SSO Integration supports SAML, Keycloak, LDAP, OpenId, OAuth, and more ➜ Implemented SMS and WhatsApp Integration using Twilio ➜ Implemented Third-Party integration using REST API or client SDK ➜ I have recently upgraded Liferay 7.0 to Liferay 7.4 including data and code migration both. Looking forward to working with you to develop and deliver a fantastic product and Solutions as per your Business Requirements.

A competent and vibrant IT Professional offering 6 years of experience specialized in Software Industry. Having rich professional history and strong knowledge of different domains like SailPoint IdentityIQ/IdentityNow, Java, Powershell, Weblogic, OIM, Rest API, Software Development and Upgradation, Application Management, e-commerce and Mobile. I have also worked for world leading clients in Finance, Insurance and Security domain. I have a broad skill set and deep understanding, spanning from the design and implementation of diverse applications to proficiency in multiple programming languages and IDEs. An enthusiast learner and a technology explorer.

I represent a team that specializes in the healthcare domain and consists of experienced full-stack developers ably supported by senior system analysts and a Doctor (Critical Care Specialist). We have HIPAA-certified professionals in-house and have implemented technical safeguards in 50+ Healthcare applications as per the compliances involved. Patient engagement, Patient Monitoring, and Health Insurance are our main focus areas in Healthcare project development. We have proven expertise in the healthcare domain and have experience in working with many start-ups as well as established providers for healthcare and insurance services in the US, Canada, Australia, the UK, and other Europe, the Middle East, Japan, and other geographies. Between us, we have a collective experience of creating over 500+ healthcare-specific applications serving multitudes of requirements from different aspects of the HC domain ranging from the clinical side to wellness and prevention, over last 25+ years. What you will find in me: - Experienced with .Net Core 8, MERN/ MEAN stack, Python/ Django, PHP/ Laravel, ReactJS, Angular18, JavaScript, SQL, Java, RoR, HTML, CSS - Experience in EHR/ EMR systems (EPIC, Oracle Cerner, eClinicalWorks, etc.), HL7/ FHIR/ CCDA - Database Administration - MS SQL, MongoDB, MySQL/MariaDB, PostgreSQL - HIPAA Compliant Apps - LIMS for comprehensive Lab workflow management - Lab diagnostic, analytics, self-assessment, triage app development - Revenue Cycle Management (RCM) - HEDIS care gap analytics and PQRS/ QRDA/ Population Health Implementation - PCMH (Level 3) certification for Medical Centre (25 locations) - recognized by NCQA - Power BI, Tableau, SSRS, Looker Data visualization, and Dashboard applications - Java, Kotlin, NET4.0/3.5/2.0, ASP.NET, VB.NET, C#, XML, Webservices, WCF, WPF, Winforms, Web forms. -VS 2012/2015/2017 Team addition, MS Dynamic CRM 2011/13/15/16 AND Dynamics 365 - Practice management system along with medical billing and claims management - Clinical Decision Support System, Personalized/ Precision Care - CCDA Document /CPO/CCM Time Tracking - HIPAA Compliant Tele-Health Portal - MU 3 certified EHR and PCMH certification for Medical Centre - FHIR & HL7 Lab Integrations - Extensive experience in implementing the DevExpress Controls - Mirth connect engine - Clinical trials management system, eCOA, and enrollment platform - ESG (Environmental, Social and Governance) applications - CleanTech - AI/ ML/ NLP/ OCR/ Computer vision POCs and full-fledged implementations - Contact tracing and lab test booking applications - UI/ UX design, figma, wireframing, Penetration/ Performance/ Automation/ Manual testing

We provide end-to-end SRE, DevOps, Development, Observability, and Salesforce services to help businesses build, operate, and scale reliable, high-performance systems. Our services are designed to reduce downtime, improve system performance, and automate operations using modern cloud and AI-driven solutions. --- 🔹 **Application Development Services** We deliver scalable and production-ready applications tailored to your business needs: * Backend & API development (Python, Java, Go, Rust) * Frontend development (JavaScript, React) * Microservices and cloud-native architecture * Performance-optimized and secure application design --- 🔹 **Salesforce Services** We help businesses implement, optimize, and monitor Salesforce platforms for maximum efficiency: * Salesforce implementation and customization * Performance monitoring and optimization (integrated with observability tools like Dynatrace) * API integrations with external systems * Automation of workflows and business processes * Troubleshooting and performance issue resolution --- 🔹 **Site Reliability Engineering (SRE) Services** We ensure your systems are reliable, resilient, and always available: * Incident management and root cause analysis * SLA/SLO implementation and monitoring * System reliability and performance engineering * MTTR reduction and uptime improvement --- 🔹 **DevOps & Cloud Services** We automate and optimize your development and deployment workflows: * CI/CD pipeline setup and optimization * Infrastructure as Code (IaC) implementation * Kubernetes and container orchestration * AWS and Azure cloud solutions --- 🔹 **Dynatrace & Observability Services** We provide complete observability solutions with Dynatrace: * End-to-end monitoring setup (APM, Infra, Logs, RUM) * Dashboard creation, alerting, and tagging strategies * Problem detection and root cause analysis * Advanced insights using DQL --- 🔹 **Monitoring & Performance Optimization** We proactively monitor and optimize your systems: * Real-time monitoring and alerting * Application and infrastructure performance tuning * Cost and resource optimization * Proactive issue detection and prevention --- 🔹 **AI Automation & AIOps Services** We help you automate operations using AI-driven solutions: * Intelligent alerting and auto-remediation workflows * Automated tagging and maintenance window creation * AI agents for monitoring and operational tasks * Natural language to automation workflows --- 🔹 **Custom Solutions & Integration** We build and integrate solutions based on your unique requirements: * API integrations and automation scripts * Custom monitoring extensions and tools * End-to-end workflow automation --- 💡 **What you get:** * Reduced downtime and faster issue resolution * Improved system performance and reliability * Lower operational costs through automation * Scalable and future-ready infrastructure --- We act as your technology partner to ensure your systems are always optimized, reliable, and ready to scale.

👋 Hi! This is Mohit S., Liferay Expert, 13+ Experience with Liferay Inc. Total 17 Years of experience in IT, These many years i have worked on multiple projects with 100% Success. Recently onboarded here on upwork to help company/individual to successfuly deliver the project in right direction. ⭐College Background⭐ I have done my bachlor of engineering (Computer science) from LNCT (MP) in 2007. ⭐Skills⭐ 📖 Liferay DXP Certified ✅ Liferay 5.x , 6.x , 7.x ✅ Auth, SSO, AD, Integrations ✅Java Expert ✅Rest API ✅Headless API ✅ EJB ✅Struts 2.0 ✅ React ✅CI/CD Process Development using Jenkins, GitHub Actions ✅Code review and Audit ✅Code Quality Assurance with SonarQube ✅ Scoping and solution ✅ Automation and AI ⭐You can expect following from me⭐ ✅Business requirement and scope finalization for project (Govt , Public both) ✅Completing end to end flow ✅End to End solutioning and Implementation ✅Architecture view and solutioning overall project and stackholders ✅Documentation for all small/big steps for future purposes ✅Implementation and Developement ✅Performance Monitoring, troubleshooting and Fixing ✅API implementation,integration and troubleshooting ✅Go-live support and maintenance ✅Migration solutioning and implementation ✅Tech lead, Solutioning and Team mentoring 🤝Previous Partnerships🤝 ⚡CMS website for reowned manufacturer company ⚡Corporate website on liferay ⚡E-commerce project like Amazon ⚡Intranet portal for multiple MNC and Banks like Axis, SBI ⚡ DMS and CMS ⚡ Multiple Middle east govt project 🏢 Ready to elevate your project? If you are starting the project or in middle/final stage of project, i will help you assisting in all aspects possible to make sure project/task is successfully completed. My objective is to make sure your problems are resolved. Lets connect and colloborate to make a successful and happy client project.