Hi, I'm Mushirul.
Architecting production-grade AI systems & real-time data platforms for Fortune 500.
AWS
GCP
DatabricksHi, I'm Mushirul.
I architect and ship production-grade AI systems, real-time data platforms, and cloud-native architectures that drive measurable business impact across enterprise environments.
By The Numbers
Real-time GPS events processed daily for ETA & ranking model enrichment
Deployment time slashed via automated pipelines across 20+ data workflows
Pipeline runtime cut from 7 hours to under 2 hours via DBT + Snowflake
Demand forecasting improvement across 1M+ SKUs from 5 global factories
Network anomaly detection deployed across 5 US regions in real-time
Single source of truth built for C-level reporting via Data Vault 2.0
7+ Years Building Enterprise AI
I am a Lead Data & AI Engineer with 7+ years of experience designing large-scale, fault-tolerant data and AI platforms across fintech, energy, telecom, retail, and big tech domains.
I specialize in end-to-end system design — from streaming ingestion and data modeling to ML-ready architectures and GenAI integration. My work has powered real-time decision systems processing 50M+ events per day, unified 120+ KPIs for executive reporting, and enabled AI-driven forecasting models improving accuracy by over 20%.
My expertise maps directly to the UAE market — from ADNOC-style energy governance and Emirates NBD-scale analytics, to du/Etisalat-grade telecom streaming and Smart Dubai AI integration patterns.
Technical Skills
From real-time streaming architectures to GenAI systems — a full-stack data & AI engineering toolkit built across enterprise environments.
AI / ML Engineering
8 capabilities
Data Platform Engineering
8 capabilities
Distributed Systems
8 capabilities
Cloud Architecture
8 capabilities
MLOps & DevOps
8 capabilities
Backend Engineering
8 capabilities
Skill Distribution
skill
Featured Projects
Flagship enterprise systems architected and shipped across Fortune 500 environments — from real-time streaming to AI-ready data platforms.
Real-Time Location Intelligence Platform
Architected streaming pipelines processing 50M+ GPS events/day enabling ETA optimization, ranking enrichment, and ML training acceleration.
Enterprise Demand Forecasting Platform
Designed cloud-native forecasting pipelines integrating POS + IoT signals from 5 global factories, improving forecast accuracy by 22% across 1M+ SKUs.
Global Energy Data Platform
Built Snowflake + DBT modular transformation framework with CI/CD via Azure DevOps, achieving 100% regulatory traceability with Data Vault 2.0.
Real-Time Network Analytics & Fraud Detection
Built streaming anomaly detection pipelines using Kafka + PySpark + Kinesis, indexing 1B+ documents/day with <5s SLA and 80% throughput improvement.
Enterprise RAG & LLM Agent Platform
Built a production-grade Retrieval-Augmented Generation system enabling natural-language querying over structured enterprise data. Includes a multi-tool LLM agent with memory, tool-use, and streaming response UI.
Work Experience
Professional journey building enterprise-grade data & AI systems across Fortune 500 clients.
Lead Data Engineer
- Led a cross-functional team of 6 engineers across data engineering, analytics, and platform to deliver a governed enterprise data ecosystem
- Architected enterprise-wide Data Vault 2.0 platform consolidating 120+ KPIs into a single source of truth for C-level reporting
- Improved reporting accuracy by 30% and reduced manual reporting effort by 60% through automated data discovery layers and self-service BI
- Implemented row-level security and regulatory governance with zero audit failures across SEC and SOC-2 reviews
Senior Associate – Data & AI Engineering
- Led a team of 8 engineers and 3 data scientists delivering AI-ready lakehouse architectures for ML experimentation and streaming intelligence at Google
- Architected demand forecasting pipelines processing POS + IoT signals from 5 global factories, improving accuracy by 22% across 1M+ SKUs at PepsiCo
- Provisioned secure ML infrastructure for deep learning and NLP systems on SageMaker, supporting GenAI experimentation workloads
- Implemented CI/CD automation reducing deployment time by 70% across 20+ data pipelines
- Processed 50M+ GPS events/day for real-time ETA and ranking model enrichment
Data Migration Specialist
- Mentored a team of 4 junior engineers on Data Vault 2.0 modeling and Snowflake best practices across a multi-region cloud migration
- Built cloud-native transformation frameworks using DBT and Snowflake with Azure DevOps CI/CD, cutting batch processing from 7 hours to under 2 hours
- Delivered predictive maintenance platforms reducing equipment failure risk by 35% across upstream oil & gas operations
- Ensured multi-region governance and 100% regulatory traceability with zero security escalations across HSE and SOX audits
Business Technology Analyst
- Designed real-time network analytics system detecting anomalies via Kafka + PySpark streaming pipelines, achieving <5s alert SLA
- Reduced network downtime by 30% through intelligent anomaly detection deployed across 5 US regions
- Built distributed search pipelines indexing 1B+ documents/day with 80% throughput improvement and 35% latency reduction
- Improved search precision by 20% and CTR by 15% via ML ranking optimization using BM25 + dense embeddings
- Delivered executive dashboards with row-level security, adopted by 300+ stakeholders across operations and finance
Databricks Certified Data Engineer Professional
Databricks
AWS Certified Solutions Architect
Amazon Web Services
AWS Certified Machine Learning – Specialty
Amazon Web Services
Google Professional Data Engineer
Google Cloud
Playground Demos
Live interactive demos showcasing data pipeline thinking, model matching logic, and AI-assisted portfolio navigation.
Pipeline Logic Puzzle
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Role Match Scorer
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Portfolio Agent
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Let's Build Something
Available for Lead Data Engineer, AI Architect, and GenAI roles in UAE & Dubai.
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Ready to ship production-grade AI?
I bring enterprise-grade architecture to every engagement — from system design to production deployment.
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