I am a Senior Software Engineer and AI Specialist with over 15 years of experience designing and delivering scalable backend systems, AI/ML-driven solutions, and cloud-native architectures across diverse industries including Finance, Healthcare, Fintech, and Ecommerce. I excel in Python and advanced AI frameworks, with proven success in generative AI, deep learning, and MLOps. I am a skilled leader and mentor, passionate about driving engineering teams to deliver complex, high-impact projects. I enjoy collaborating cross-functionally to translate intricate business challenges into innovative technical solutions that boost operational efficiency and accelerate digital transformation.

Ramtin Vaziri Khorrami

I am a Senior Software Engineer and AI Specialist with over 15 years of experience designing and delivering scalable backend systems, AI/ML-driven solutions, and cloud-native architectures across diverse industries including Finance, Healthcare, Fintech, and Ecommerce. I excel in Python and advanced AI frameworks, with proven success in generative AI, deep learning, and MLOps. I am a skilled leader and mentor, passionate about driving engineering teams to deliver complex, high-impact projects. I enjoy collaborating cross-functionally to translate intricate business challenges into innovative technical solutions that boost operational efficiency and accelerate digital transformation.

Available to hire

I am a Senior Software Engineer and AI Specialist with over 15 years of experience designing and delivering scalable backend systems, AI/ML-driven solutions, and cloud-native architectures across diverse industries including Finance, Healthcare, Fintech, and Ecommerce. I excel in Python and advanced AI frameworks, with proven success in generative AI, deep learning, and MLOps.

I am a skilled leader and mentor, passionate about driving engineering teams to deliver complex, high-impact projects. I enjoy collaborating cross-functionally to translate intricate business challenges into innovative technical solutions that boost operational efficiency and accelerate digital transformation.

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Experience Level

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Language

English
Fluent

Work Experience

Principal Software Engineer at McKinsey & Company
January 1, 2022 - Present
Led the design and development of cloud-native AI systems using Python frameworks for scalable, secure backend platforms in Finance and Healthcare. Architected and integrated generative AI and deep learning models including fine-tuning LLMs such as BERT, GPT-3, and GPT-4 to improve personalized financial risk assessments and healthcare analytics, speeding decision-making by 30%. Developed and maintained MLOps pipelines on AWS and Azure, incorporating CI/CD and automated testing for reliable AI model deployment, reducing deployment time by 40%. Designed Retrieval-Augmented Generation systems enhancing natural language understanding and improved information retrieval accuracy. Built and deployed large-scale ML models on Google Cloud Vertex AI, enabling rapid experimentation. Mentored 8 engineers resulting in a 25% productivity increase and collaborated with product managers and clients in Fintech, Ecommerce, and Healthcare on AI-driven product features. Integrated third-party AI services
Software Architect at McKinsey & Company
January 1, 2022 - September 4, 2025
Designed and implemented scalable, secure backend AI architectures using Python frameworks for Banking, Healthcare, and Retail sectors. Led integration of large language models and NLP pipelines to automate workflows including compliance reporting and chatbots, enhancing operational efficiency by 35%. Managed multi-cloud deployments across AWS, Azure, and GCP utilizing Docker and Kubernetes to reduce infrastructure costs by 20% while boosting scalability and fault tolerance. Developed comprehensive MLOps workflows resulting in 99.9% uptime of AI models. Spearheaded migration of legacy systems to modern AI/ML platforms ensuring business continuity for finance and ecommerce clients. Collaborated with data science teams on Vertex AI for streamlined ML model deployment. Facilitated knowledge transfer sessions and evaluated emerging AI technologies such as LangChain and Hugging Face transformers.
Lead Software Engineer at Fuzz
September 1, 2019 - September 4, 2025
Architected and developed backend services including APIs, databases, and CMS for a global business directory platform using Python and Ruby on Rails supporting multilingual content, social networking, and content moderation features. Built big-data analytics platforms with scalable data warehousing and real-time logging for Ecommerce and Retail clients. Integrated real-time third-party data APIs increasing automation and user engagement by 30%. Implemented DevOps pipelines using AWS, Docker, and CI/CD to accelerate development and improve platform stability. Collaborated with product and design teams to align backend with roadmap and user needs. Conducted performance tuning for high traffic and large datasets. Led code reviews, mentored junior engineers, and explored AI/ML integrations for future platform enhancements.
Software Engineer at McKinsey & Company
April 1, 2017 - September 4, 2025
Developed and maintained web applications and backend services using Python primarily, with Ruby on Rails and Java for specific client needs across Fintech, Healthcare, and Ecommerce sectors. Designed scalable data pipelines with Python, R, and SQL for large-scale analytics reducing latency by 25%. Built RESTful APIs and microservices to integrate AI and analytics. Partnered with data scientists for ML model production deployment and monitoring. Contributed actively in Agile processes including sprint planning and testing. Automated testing and CI processes to improve code quality and reduce risk. Supported migration from monolithic to microservices architectures. Participated in proof-of-concept AI projects including NLP and predictive modeling for client innovation.

Education

Master of Science in Information Systems at New Jersey Institute of Technology
September 1, 2008 - May 1, 2009
Bachelor of Science in Information Technology at New Jersey Institute of Technology
September 1, 2005 - May 1, 2008

Qualifications

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Industry Experience

Financial Services, Healthcare, Retail, Software & Internet