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Senior AI Systems Architect and Full Stack Engineer with 14 years of experience building production-grade software across AI, fintech, and enterprise platforms. Architected an agentic RAG system from scratch at enPath.ai using LangChain, LlamaIndex, Pinecone, and multi-agent orchestration to deliver real-time career intelligence at scale. Owned end-to-end GenAI product architecture at Freshify.io, building LLM-powered market intelligence tools and RAG evaluation pipelines for measurable, SLA-driven production reliability. Earlier roles include enterprise architecture, DevOps, and full-stack engineering across fintech, energy sustainability, and education technology teams.…Senior AI Systems Architect and Full Stack Engineer with 14 years of experience building production-grade software across AI, fintech, and enterprise platforms. Architected an agentic RAG system from scratch at enPath.ai using LangChain, LlamaIndex, Pinecone, and multi-agent orchestration to deliver real-time career intelligence at scale. Owned end-to-end GenAI product architecture at Freshify.io, building LLM-powered market intelligence tools and RAG evaluation pipelines for measurable, SLA-driven production reliability. Earlier roles include enterprise architecture, DevOps, and full-stack engineering across fintech, energy sustainability, and education technology teams.

Ali Khurram

AI Engineer, Architect, Full Stack Developer, +2

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Senior AI Systems Architect and Full Stack Engineer with 14 years of experience building production-grade software across AI, fintech, and enterprise platforms. Architected an agentic RAG system from scratch at enPath.ai using LangChain, LlamaIndex, Pinecone, and multi-agent orchestration to deliver real-time career intelligence at scale. Owned end-to-end GenAI product architecture at Freshify.io, building LLM-powered market intelligence tools and RAG evaluation pipelines for measurable, SLA-driven production reliability. Earlier roles include enterprise architecture, DevOps, and full-stack engineering across fintech, energy sustainability, and education technology teams.…Senior AI Systems Architect and Full Stack Engineer with 14 years of experience building production-grade software across AI, fintech, and enterprise platforms. Architected an agentic RAG system from scratch at enPath.ai using LangChain, LlamaIndex, Pinecone, and multi-agent orchestration to deliver real-time career intelligence at scale. Owned end-to-end GenAI product architecture at Freshify.io, building LLM-powered market intelligence tools and RAG evaluation pipelines for measurable, SLA-driven production reliability. Earlier roles include enterprise architecture, DevOps, and full-stack engineering across fintech, energy sustainability, and education technology teams.

Available to hire

Senior AI Systems Architect and Full Stack Engineer with 14 years of experience building production-grade software across AI, fintech, and enterprise platforms. Architected an agentic RAG system from scratch at enPath.ai using LangChain, LlamaIndex, Pinecone, and multi-agent orchestration to deliver real-time career intelligence at scale.

Owned end-to-end GenAI product architecture at Freshify.io, building LLM-powered market intelligence tools and RAG evaluation pipelines for measurable, SLA-driven production reliability. Earlier roles include enterprise architecture, DevOps, and full-stack engineering across fintech, energy sustainability, and education technology teams.

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Senior AI Systems Architect and Full Stack Engineer at enPath.ai

October 1, 2021 - Present

Architected and built a production agentic RAG platform from scratch. Implemented real-time information synthesis using LangChain and LlamaIndex with multi-agent orchestration. Designed retrieval pipelines with vector search (Pinecone/Qdrant) and integrated real-time LLM inference. Built evaluation frameworks and guardrails for reliability and factual consistency (DeepEval, RAGAS). Led production deployment/integration of AI systems with customer intelligence workflows; also used Ollama and Hugging Face TGI for inference.

GenAI Product Architect / Full Stack Engineer at Freshify.io

May 1, 2021 - October 31, 2021

Owned end-to-end GenAI product architecture for LLM-powered market intelligence tools used by the Chicago startup ecosystem. Designed and implemented RAG pipelines and agent-based workflows using Hugging Face models and orchestration frameworks. Built evaluation frameworks and regression suites (including RAGAS/DeepEval-style harnessing) to maintain accuracy/SLA targets, and reduced query response time by ~40% versus prior search implementations. Delivered predictive modeling and trend analysis workflows integrated into proprietary knowledge bases.

Senior AI Systems Architect / Full Stack Engineer at enPath.ai

April 1, 2021 - October 1, 2024

Built enPath.ai’s core production agentic RAG platform from scratch, processing thousands of daily career intelligence queries. Designed multi-agent orchestration workflows, retrieval pipelines, vector search, and real-time LLM inference services. Implemented LLM orchestration and tool-calling with prompt workflows and fine-tuning approaches to provide context-aware responses. Established AI guardrails and evaluation using DeepEval and RAGAS to ensure reliability and factual consistency. Led production deployment integration with customer intelligence platforms using LLM serving tooling (e.g., Hugging Face TGI / Ollama). Owned technical direction for the AI product and platform architecture.

Senior AI Systems Architect / AI Engineer (Agentic RAG) at enPath.ai

January 1, 2021 - April 30, 2024

Built enPath.ai's core AI product from scratch: a production agentic RAG platform processing thousands of daily career intelligence queries using multi-agent orchestration, vector search, and real-time LLM inference pipelines. Designed system architecture combining LangChain and LlamaIndex with Pinecone, implemented retrieval + synthesis flows, and integrated orchestration logic for tool calling and context-aware responses. Established production reliability practices including measurable performance/quality improvements, evaluation-driven iteration, and operational readiness for scaled customer intelligence delivery.

Senior AI Systems Architect and Full Stack Engineer at Freshify.io

June 1, 2019 - April 1, 2021

Owned end-to-end GenAI product architecture for LLM-powered market intelligence tools serving the Chicago startup ecosystem. Designed RAG pipelines and evaluation frameworks; built multi-step query handling using LangChain and agent-based workflows over proprietary knowledge bases. Improved retrieval and generation accuracy through automated regression suites and SLA-driven evaluation; delivered measurable query response time reductions.

GenAI Product Architect / Full Stack Engineer at Freshify Inc.

June 1, 2018 - October 1, 2021

Owned end-to-end GenAI product architecture for LLM-powered market intelligence tools serving Chicago startup ecosystems. Designed and delivered RAG pipelines with semantic retrieval, vector databases, and multi-step query handling using LangChain. Created evaluation frameworks and regression suites (including RAGAS and custom tuning) to maintain production accuracy above SLA thresholds. Reduced query response time by ~40% compared to prior search implementations and ensured high reliability using automated testing and monitoring.

Software / Data Engineering Lead (transition to AI architecture) at Kingologic LLC

June 1, 2018 - June 1, 2019

Led the transition from traditional data engineering to AI-focused architecture supporting downstream ML applications. Worked on enterprise data/stream platforms and improved pipeline performance and latency using modern data engineering and cloud infrastructure practices.

AI/Data/Engineering Lead (Data engineering to AI transition) at Kingologic LLC

June 1, 2018 - June 30, 2021

Led transition from traditional data engineering to AI-focused architecture supporting downstream machine learning applications. Optimized data processing pipelines and contributed to reducing data latency (reported reduction by ~25%) for production workloads supporting client enterprise data streams. Deployed and managed AWS infrastructure and supported production reliability via monitoring, alerting, and incident management. Implemented CI/CD and containerization approaches using Docker/Kubernetes with infrastructure-as-code practices to support consistent delivery.

AI / Data / Cloud Engineer (Transition to AI Architecture) at Kingologic LLC

January 1, 2018 - August 1, 2021

Led the transition from traditional data engineering to AI-focused architecture supporting downstream machine learning applications. Optimized data pipelines and reduced processing latency (reported ~25%) using Hadoop/Kafka/MongoDB ecosystem improvements. Managed AWS infrastructure (EC2, S3, monitoring) and maintained production reliability with high uptime. Implemented CI/CD using Jenkins, Docker, Kubernetes, and Terraform to standardize and speed deployments. Applied OWASP security practices, led incident management, improved MTTR (~30%), and mentored junior engineers on agile delivery and cloud-native patterns.

Senior Full Stack Developer at ADEO Group

November 1, 2016 - January 1, 2018

Delivered full stack enterprise applications for ADEO Group’s global energy and sustainability platform using Java/Node.js and Angular. Architected AWS cloud infrastructure (EC2, Lambda, S3, Aurora, ECS) for scalable, secure deployments. Led containerization and standardized Docker/Kubernetes workflows via Terraform to reduce environment setup time (~40%). Built CI/CD pipelines using Jenkins and Nexus for automated build/deploy. Developed tested Angular front ends with reactive forms and mentoring for junior engineers; collaborated with clients across multiple delivery engagements.

Full Stack Developer at ArhamSoft

January 1, 2014 - June 1, 2016

Developed investment and startup funding platform features with agile team leadership. Built REST APIs and SOAP services integrating with financial data sources and third-party services. Managed database migration (DB2 to MS SQL/Oracle) with validation and compliance sign-off. Built Angular single-page applications consuming Spring MVC REST APIs and implemented authentication with Spring Security. Established CI/CD via Jenkins and scripts, reducing manual deployment effort (~50%). Managed AWS infrastructure (EC2/Lambda/RDS) with monitoring through CloudWatch. Applied TDD with JUnit/Jasmine and reduced post-release defects using regression baselines.

Senior Full Stack Developer at ADEO Group

January 1, 2014 - June 30, 2016

Delivered full stack enterprise applications for ADEO Group's global energy and sustainability platform using Java/Node.js and Angular. Architected AWS infrastructure (EC2, Lambda, S3, CloudWatch, CloudFormation, Aurora, ECS, etc.) for scalable high-availability deployments. Led containerization strategy using Docker and Kubernetes with Terraform, built responsive Angular front ends, and implemented CI/CD workflows for automated build/deploy. Mentored junior developers and collaborated with clients across multiple delivery engagements.

Senior Back End Developer at Government College Women University (GCWUF)

December 1, 2013 - March 1, 2014

Built REST services and microservices for university administrative and student-facing web applications using Spring Boot and Netflix OSS components. Deployed to AWS (EC2/S3/Lambda/SQS) and configured servers (JBoss) with JDBC and LDAP security integration. Implemented CI/CD using Maven and Jenkins for consistent deployment pipelines. Developed UI components using Angular and collaborated with product owners. Used JUnit unit testing to establish quality baselines for backend services.

Senior Back End Developer at GCWUF (Government College Women University), Faisalabad

December 1, 2013 - March 1, 2014

Built backend REST services and microservices using Spring Boot and Netflix OSS libraries for university administrative/student web applications. Deployed to AWS services and configured security integrations. Implemented CI/CD with Maven and Jenkins; developed supporting UI components in Angular and applied agile delivery and unit testing (JUnit).

Senior Back End Developer at GCWUF (Government College Women University Faisalabad)

December 1, 2013 - March 31, 2014

Built backend REST services and microservices using Spring Boot and Netflix OSS for university administrative and student-facing web applications. Deployed applications to AWS (EC2, S3, Lambda, SQS) and configured application servers with JBoss, including JDBC and LDAP security integration. Implemented Maven/Jenkins CI/CD pipelines and worked with Angular UI components. Applied agile delivery and unit testing with JUnit to establish quality baselines.

Full Stack Developer at ArhamSoft

November 1, 2013 - June 1, 2014

Developed investment and startup funding platform features. Built REST APIs and SOAP web services using Java/Spring stack; supported financial integrations with third-party services. Led database migration from DB2 to MS SQL and Oracle with validation and compliance sign-off. Built Angular SPAs, implemented security, and managed CI/CD pipelines; mentored engineers and applied TDD practices.

Full Stack Developer / Team Lead at ArhamSoft

January 1, 2013 - June 30, 2014

Developed investment and startup funding platform features and managed a team of engineers across requirements, design, development, and testing using agile practices. Built REST APIs and SOAP services using Spring MVC/Spring Boot patterns and integrated with core and third-party financial services. Completed a database migration (DB2 to MS SQL/Oracle) with zero data loss and compliance sign-off. Built Angular SPA front ends consuming Spring APIs, implemented CI/CD with Jenkins, and managed AWS deployments/monitoring. Applied TDD practices (JUnit/Jasmine) to reduce defects and build regression baselines.

IT Specialist at IT Builders (as listed separately)

January 1, 2012 - Present

Delivered full stack enterprise web applications for financial system clients, building Spring/Hibernate backends and Angular SPAs with RESTful APIs. Established automated testing and CI/CD workflows using Jenkins and Maven to support reliable releases.

Full Stack Developer at IT TOTAL OBJECT (Software Consultancy Firm)

January 1, 2012 - February 28, 2013

Delivered multi-tier full stack web applications for financial system clients using Spring/Hibernate and Angular/React. Built REST API endpoints integrating Oracle databases and enterprise services via SOAP/REST. Automated build/deployment workflows using Maven/Jenkins, developed user interfaces (HTML/CSS/Bootstrap with AJAX), and led unit testing efforts using JUnit/Mockito. Coordinated configuration and deployment with server teams across multiple client engagements.

Full Stack Developer at IT Builders

February 1, 2011 - May 1, 2012

Designed and built an e-bill payment and account transfer system from scratch, producing UML artifacts and implementing SOA integrations using Spring Boot and Apache Camel (EJB/JMS) to connect financial applications. Developed Spring MVC/Spring Boot backend services with JDBC layers and applied TDD with JUnit and Selenium. Built RESTful and SOAP clients for transaction workflows including funds transfers and account management. Participated in daily scrum and agile delivery cycles, meeting sprint commitments through peer review and automated testing gates.

Full Stack Developer at IT Builders (Information Technology Builders)

February 1, 2011 - May 31, 2011

Designed and developed an e-bill payment and account transfer system including UML artifacts (use cases, class, sequence, activity diagrams). Built SOA integrations using Spring Boot, Apache Camel, and EJB/JMS for connecting disparate financial applications. Implemented Spring MVC/Spring Boot backend services with JDBC and applied TDD with JUnit/Selenium automation suites. Developed REST/SOAP clients handling JSON/XML payloads for financial transaction workflows, working in agile Scrum with peer review and automated testing gates.

Full Stack Developer at IT TOTAL OBJECT (Software Consultancy)

January 1, 2011 - November 1, 2013

Delivered multi-tier web applications for financial system clients using Spring/Hibernate and Angular/React. Built REST API endpoints integrating Oracle databases and enterprise SOAP/REST protocols. Automated build/deploy workflows using Maven/Jenkins/SVN and implemented front-end interfaces with AJAX-driven interactions. Led unit testing with JUnit/Mockito and coordinated configuration/deployment with server teams.

IT Specialist / Full Stack Developer at IT Total Object / IT Builders vt (as listed)

January 1, 2011 - March 1, 2013

Delivered full stack enterprise web applications for financial system clients including Spring/Hibernate backends and Angular SPAs with REST APIs. Established automated testing and CI/CD using Jenkins and Maven. Also built an e-bill payment and account transfer system using Spring Boot and related integration patterns, including TDD with JUnit and Selenium automation and agile Scrum delivery practices.