Ajmal Baba - AI & Data Architect

Data Platform& Analytics Architect

I founded and lead high-performance data platform teams, architecting scalable infrastructure and AI-driven analytics that turn complex data into industry-defining intelligence.

Featured Projects

Built from the Architect's Seat

Tools born from real-world data platform leadership — solving problems I've faced designing systems at scale.

ArchitectFlow

The data & AI architecture studio

After years of designing data platforms and leading architecture decisions across sports, healthcare, and enterprise — I built the tool I wished existed. ArchitectFlow turns real-world constraints into a scored, auditable architecture recommendation with cloud-adaptive diagrams you can export and defend.

LakehouseData MeshData FabricLambdaKappaGenAI / RAGAgentic
20+ Patterns
Scored & ranked
Cloud-Adaptive
AWS · Azure · GCP
Deterministic
No black box
Exportable
SVG · PNG · PDF
Design Your Architecture

GenArchitect

Field Guide to Enterprise RAG & AWS AgentCore

Moving AI assistants from naive prototypes to enterprise production requires mastering 9 distinct architectural stages. GenArchitect is an interactive field guide tracking the Meridian enterprise scenario across RAG patterns, AgentCore Gateway, and Strands agents with interactive blueprints, verified code samples, and production guardrails.

AWS BedrockAgentCoreStrands SDKKnowledge BasesHybrid + RerankGraphRAGMulti-Agent
9 Patterns
From Naive to Secure
AWS AgentCore
Gateway & Runtime
Multi-Agent
Supervisors & gates
Guardrailed
Document-level ACLs
Explore GenArchitect Field Guide

VertiCore

Enterprise Agent Architecture Framework

Standard AI agent frameworks fail in production due to transient errors and lack of governance. VertiCore decouples intelligence from execution by combining LangGraph reasoning with Temporal durable workflows to build resilient, audit-ready autonomous systems with built-in RBAC and PII protection.

LangGraphTemporalDurable WorkflowsPII VaultOPA / RegoRBACgRPC
Dual-Engine
Brain + Body
PII Vault
Zero-leak redaction
Durable State
Temporal workflow
Policy Engine
OPA / Rego RBAC
View on GitHub

Datacrawlr

The dataset and model intelligence layer

Building ML systems means choosing the right data — but the ecosystem is fragmented across HuggingFace, Kaggle, GitHub, and dozens of government portals. Datacrawlr unifies every dataset and every model into a single searchable index with semantic search, AI synthesis, and model-dataset lineage graphs.

HuggingFaceKaggleGitHubGov PortalsAI SynthesisLineage GraphsBenchmarks
Semantic Search
AI-powered
9+ Sources
Unified index
Lineage Graphs
Model ↔ Dataset
AI Synthesis
Cards & citations
Explore Datasets & Models
The Philosophy

Data as Foundation.
AI as Catalyst.

I don't just build pipelines — I build the teams and platforms that power them. Every project starts with a deep understanding of the data landscape, enabling us to tackle analytical challenges once thought impossible.

2012

The Foundation

Started as a Systems & Data Infrastructure Architect, building enterprise infrastructure across the Middle East.

2022

Cloud & Data Architect

Led global migrations, designed ML-powered systems, and embraced cloud-native architectures at Atos.

Now

Founding Data & AI Architect

Leading the data platform team at Hawk-Eye Innovations, architecting the analytical foundation for 20+ major sports (NBA, NFL, Premier League). We turn millions of real-time data points into predictive insights, integrating Generative AI to push the boundaries of sports analytics.

AI Changed Everything

What once took weeks now takes hours. AI Agents don't replace creativity — they amplify it. I can prototype, iterate, and ship at a pace that felt impossible just two years ago.

This portfolio? Built entirely with Vibe Coding — an intuitive, AI-assisted flow where ideas become reality in real-time.

Prototyping Speed10x Faster
Code QualityAI-Reviewed
Creative OutputUnlimited Ideas