Open to opportunities

Mohammad Ayaz

@mohammadayaz

Message

I build LLM-powered automation workflows and full-stack AI products for enterprise teams.

United Arab Emirates

Message

What I'm looking for

I'm looking to build practical AI and automation systems where I can translate business problems into reliable GenAI workflows, deepen my machine learning skills, and work closely with both technical and non-technical teams.

I've built and deployed LLM-powered automation for Vista Equity Partners, designing three GenAI pipelines for news aggregation, data reconciliation, and NPS insight summarization. My prompt framework reduced manual survey synthesis effort by about 60% while guardrails and validation checkpoints improved output reliability.

At Silkify, I built and shipped an AI-powered image style transformation web app end to end using React, TypeScript, Node.js, PostgreSQL, and the OpenAI API. I also built a Kafka-integrated Spring Boot microservice for JPMorgan Chase and translated sales and customer-engagement analysis into marketing recommendations for Mastercard Advisors.

I'm continuing to deepen my machine learning practice through FlyRank AI's applied ML program, alongside projects in multi-agent orchestration and deployed NLP deep learning models.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineering Intern

Current

FlyRank AI

Jul 2026 - Present (1 month)

Selected for FlyRank AI's 12-week Machine Learning track, working on applied ML assignments and a capstone project with mentor review.

Python TensorFlow Keras PyTorch NLP Deep Learning NumPy Pandas Model Training Evaluation

Full-Stack AI Developer

Silkify

Jan 2022 - Dec 2025 (3 years 11 months)

Built and shipped a full-stack AI web app for image style transformation, owning the product end to end. Handled secure file upload, API routing, and database persistence solo.

React Vite TypeScript Express PostgreSQL OpenAI API REST APIs Docker

Software Engineer

JPMorgan Chase & Co.

Nov 2025 - Dec 2025 (1 month)

Built a Kafka-integrated Spring Boot microservice with REST API integration and persistence via Spring Data JPA. Validated end-to-end with Maven test suites.

Java Spring Boot Kafka REST APIs Maven

AI Workflow Engineer

Vista Equity Partners

Nov 2025 - Dec 2025 (1 month)

Designed 3 GenAI automation pipelines for a portfolio operations team, cutting manual research hours. Built a prompt framework that reduced manual synthesis effort by about 60%.

Anthropic Claude API OpenAI API Azure OpenAI Prompt Engineering Multi Agent Systems RAG N8n Zapier Make Python TypeScript JavaScript React Docker AWS GCP Azure PostgreSQL REST APIs Webhooks

Data & Operations Analyst

Mastercard Advisors

Nov 2025 - Dec 2025 (1 month)

Analyzed sales and customer engagement data to inform a marketing strategy. Presented findings to senior stakeholders with actionable recommendations and projected ROI.

Data Analysis SQL Python Pandas NumPy Data Visualization

IT Support Executive

SAI General Trading LLC

Jul 2023 - Jan 2025 (1 year 6 months)

Owned IT operations for a 50+ person organisation end to end, with zero critical incidents over 18 months.

IT Support Troubleshooting Network Administration System Administration

Education

Degrees, certifications, and relevant coursework

BSc (Hons) Creative Computing

Bachelor of Science, Creative Computing

2022 - 2025

Pursued a Bachelor of Science with Honours in Creative Computing, focusing on AI, machine learning, full-stack development, data analytics, and user experience.