Open to opportunities

Muhammad Maruf

@muhammadmaruf

Senior AI legal technology architect and product leader delivering compliant RAG/LLM platforms across regulated industries.

Bangladesh

Message

What I'm looking for

I’m looking to lead AI/ML architecture and product delivery for regulated domains—building compliant, auditable RAG/LLM systems and cloud-native platforms—while partnering with global teams and supporting on-site leadership in Dhaka.

I’m a senior AI/ML legal technology architect and strategic product leader with 13+ years in software engineering, AI/ML integration, and cloud-native SaaS delivery. I translate business objectives into technical execution while maintaining compliance, security, and innovation in regulated environments.

I build auditable AI-powered systems—especially RAG/LLM solutions—using hallucination guardrails and rigorous validation. In a government-regulated AI legal analysis platform, I architected a RAG pipeline with real-time citation validation and delivered multi-layer guardrails that achieved 100% audit traceability.

I’ve led AI test automation and product engineering in healthcare and digital transformation contexts. I designed a Playwright+TypeScript automation framework that automated 300+ test cases and reduced UI testing time by 40%, and I also drove claims-processing and underwriting workflow automation with 99.9% system uptime.

I enjoy combining product strategy with deep technical craftsmanship: roadmap and backlog leadership, cloud architecture (AWS/Azure/GCP), UX-driven workflows, and cross-functional delivery. I’ve mentored 8+ engineers and fostered automation and continuous improvement across global, remote, and hybrid teams.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Legal Tech Architect

Current

Advanced Legal Technologies, LLC

Jul 2025 - Present (1 year)

Led end-to-end design and deployment of a government-regulated AI legal analysis platform for Texas courts, including a RAG pipeline with real-time citation validation. Implemented multi-layer hallucination guardrails to achieve audit traceability and built an API gateway used by three state agencies.

RAG LLM Fine tuning Faiss Python API Security

Senior SDET Manager

Nextech Systems

Jan 2025 - Aug 2025 (7 months)

Led AI test automation for EHR-integrated platforms serving 500+ clinics, building a Playwright + TypeScript automation framework. Improved UI testing efficiency, validated patient data for HIPAA compliance, and integrated tests into Jenkins CI/CD pipelines.

AWS Django TypeScript LLM Docker Flask

Assistant VP, Project Coordinator

GreenDelta Insurance PLC

Mar 2024 - Oct 2024 (7 months)

Directed group-wide AI automation for claims processing and underwriting workflows. Led IT infrastructure and AI-driven initiatives to improve uptime and disaster recovery, and spearheaded agile transformation while enforcing IT security policies aligned with industry standards.

Agile Scrum Vendor Management Disaster Recovery IT Governance Multi Entity Alignment

AI Product Manager

Rapid Lodgements

Nov 2021 - Mar 2024 (2 years 4 months)

Directed agile software development for POS/kiosk/self-ordering systems, defining product roadmaps and technical specifications. Integrated RESTful APIs and NLP models, improved UX workflows, and led test automation and CI/CD implementation for cloud-native releases on AWS.

Kubernetes Flask Python Nginx DevOps Jira Pytest PostgreSQL LLM Docker

Assistant Software Engineer

Japan Remit Finance Co., Ltd.

Jan 2019 - Nov 2021 (2 years 10 months)

Managed software and IT projects across Japan and India, reducing delivery time through coordination and process improvements. Developed and maintained Python Django applications with containerized deployments and built Python-based ETL test scripts for data lake pipelines.

Laravel PHP ETL Docker

Intern - UX Research

Opus Technology Limited

Oct 2018 - Jan 2019 (3 months)

Conducted UX research, developed PHP applications, and supported design thinking workshops. Worked with Jira and information architecture while participating in user-centered product design.

English UX Research Jira PHP Information Architecture UX Design Product Design

Data QA Engineer

HiFiDigital Ltd.

Jan 2015 - Jul 2018 (3 years 6 months)

Automated ETL and data validation tests using Python, Selenium, and SQL to optimize workflows for financial clients. Developed client-focused solutions, including WordPress theme customization and Python Django applications, and supported test plans for data migrations.

Python Selenium SQL WordPress

IT Executive

Windmill InfoTech Ltd.

Jan 2013 - Dec 2014 (1 year 11 months)

Configured Office 365, Exchange, IMAP, and DNS settings for 50+ domains, managing email infrastructure. Performed QA and usability testing to improve client satisfaction.

Domain Management Email Infrastructure client support