MarTech Solutions Architect | Customer Data Platforms β’ Data Engineering β’ AI Engineering | Bengaluru, India
Solutions Architect with more than a decade of work experience across IBM, Wipro, IPG Mediabrands, and others, designing and delivering enterprise-scale customer data, marketing technology, analytics, and AI-enabled solutions. Expertise in Customer Data Platforms (Adobe RT-CDP, Braze, mParticle, Segment CDP), event-driven architectures, cloud data platforms, customer journey orchestration, identity resolution, real-time activation, and data engineering on Google Cloud and Azure.
I build open-source Python libraries that solve the practical problems around running a Customer Data Platform in production β tag/analytics implementation, audience intelligence, reverse ETL, and the data-pipeline reliability that CDPs depend on. Outside of MarTech, I also build systems-level software for fun (an AI-native OS kernel written in Rust β the SHER OS family).
- π Current focus: Customer Data Platforms, marketing data pipelines, and the Python tooling that supports them
- π€ Exploring: Agentic AI for MarTech workflows, RAG architectures, MCP-based agent tooling
- π Background: MBA, Jansons School of Business Β· B.Com, Mar Ivanios College
MarTech & Customer Data Platforms Adobe RT-CDP, Braze, mParticle, Segment CDP, customer journey orchestration, identity resolution, real-time activation, Hightouch / Reverse ETL
Data Warehousing & Engineering BigQuery, Snowflake, Databricks (PySpark), Microsoft Fabric, Azure Data Factory, Airbyte / Fivetran, dbt, Apache Airflow, Apache Kafka, Apache Flink (PyFlink), InfluxDB, Telegraf, Datadog
Cloud & Data Platforms GCP, Azure, AWS Β· Google Cloud Storage, Azure Blob Storage / ADLS, Amazon S3, MinIO
AI β RAG & Application Development LangChain, LangGraph, LlamaIndex, Chainlit / OpenWebUI, LangSmith, DSPy, BM25 + vector similarity + reranking, Context Engineering, Ragas + DeepEval, Pinecone, Weaviate, ChromaDB, pgvector, Qdrant, Milvus
AI β Agent Automation Temporal, Langflow, n8n + Node.js, FastAPI, Firecrawl, Tavily, SerpAPI, Twilio, Claude Agent SDK, OpenAI Agent SDK, Google Agent SDK, Ollama, Scheduled & Background Agents
AI β Autonomous Code Generation Claude Code, Cursor, Replit, Codex, Hermes Agent, OpenCode, Loveable, OpenRouter
MCP & Model Platforms Model Context Protocol, Hugging Face, AWS Bedrock, Azure AI Foundry, GCP Vertex AI (Model Garden)
Infrastructure as Code & Containers Terraform, Docker, Docker Compose, Azure Kubernetes Service (AKS), NGINX Ingress
Identity & Security Entra ID / Azure AD, Azure Key Vault, Azure AI Search, incoming/outgoing guardrails
IoT, Messaging & Robotics Raspberry Pi 5, ESP32, MQTT (Eclipse / RabbitMQ), Node-RED, AWS IoT Core, AWS IoT SiteWise, CoAP, Edge Processing, Industrial IoT
π·οΈ PyTagManager β AI-native analytics implementation
Crawls a site, builds a semantic DOM graph, and exports ready-to-use tracking configs to GTM, GA4, Segment, Snowplow, Tealium, RudderStack, and Adobe Tags β no manual CSS-selector hunting.
π₯ ClusterAudienceKit β Enterprise audience intelligence
RFM analysis, 6 clustering algorithms, CLV, churn detection, and lookalike modeling. Processes 1M+ customers in under a second.
π PyReverseETL β Quality-validated data activation
Moves data to where it's needed with a full audit trail, lineage tracking, and compliance records β the activation counterpart to CDP ingestion.
β PyAirflowTester & StatGuardian β Data pipeline reliability
Dependency intelligence and declarative data-quality validation (schema validation, drift detection, anomaly detection) for the Airflow/dbt pipelines that feed customer data platforms.
Also building outside the MarTech day job: SHER OS, an AI-native operating system kernel in Rust, and TinyBridge, a macOS-native Linux VM runtime β see the full index below.
MarTech & customer data
| Repo | Description |
|---|---|
| PyTagManager | AI-native analytics implementation β semantic DOM graph to GTM/GA4/Segment/etc. |
| ClusterAudienceKit | Enterprise audience intelligence β RFM, clustering, CLV, churn detection |
| PyReverseETL | Quality-validated reverse ETL / data activation with lineage tracking |
Data pipeline reliability & engineering
| Repo | Description |
|---|---|
| PyAirflowTester | Airflow & dbt reliability and quality-assurance platform |
| StatGuardian | Declarative data quality framework (Rust) β 13x faster than pandera |
| PyBeamGuard | Apache Beam & Dataflow pipeline analysis and cost forecasting |
| PyDependencyCheck | Dependency intelligence for Python β supply chain integrity |
| PyStreamXL | Stream large Excel files with constant memory β 46x faster than openpyxl |
| PySynthData | Synthetic data generation for ML training |
| PyWeatherEnriched | Weather data enrichment for ML pipelines |
| PyNetworkIntel | Network discovery, topology mapping, anomaly detection |
LLM & AI tooling
| Repo | Description |
|---|---|
| PyTokenCalc | Token counting & cost estimation across 20+ LLM providers |
| PyInferenceManager | Multi-provider LLM inference executor β 11+ providers, batching, load testing |
| PyStreamMCP | Query planning & context discovery for AI agents β 60β75% token reduction |
| PyVectorHound | Diagnostic engine for RAG retrieval failures |
| PyStreamPDF | Selective PDF extraction to cut RAG costs 50β70% |
| OpenAnchor | Token intelligence middleware for multi-provider LLM usage |
| PyAPICheck | Transparent API security discovery and policy generation |
Systems & runtimes (outside the MarTech day job)
| Repo | Description |
|---|---|
| TinyBridge | macOS-native Linux VM runtime on Apple's Virtualization.framework |
| PrismNote | Jupyter-compatible data-science notebook with built-in AI |
| homebrew-tinybridge | Homebrew tap for TinyBridge |
| homebrew-prismnote | Homebrew tap for PrismNote |
SHER OS platform (AI-native operating system, Rust)
| Repo | Description |
|---|---|
| SHER-KERNEL | AI-native OS kernel β zero-trust security, isolated driver runtime, Linux kernel interface |
| SHER-Graphics | Software GPU simulation + real Vulkan/MoltenVK backend |
| SHER-Display | Display server, compositor, and window manager |
| SHER-INPUT | Input subsystem β canonical event stream for Display and Aurora |
| SHER-Aurora | GNOME-style design system: tokens, typography, motion, accessibility |
| SHER-Process-Explorer | Evidence-based Linux process explorer β /proc telemetry, eBPF sampling, daemon + CLI + desktop UI |
Robotics & simulation
| Repo | Description |
|---|---|
| PyRoboFrames | High-performance ML dataloader for robotics (LeRobot format, Apple Silicon) |
| PyRoboReplay | Robotics perception and replay engine β sensor fusion, trajectory analysis |
| PyRoboSimulator | World simulator for autonomous systems β 100K+ agents, REST API |
| PyRoboVision | Perception stack for autonomous robots & vehicles |
| PyTerrainMap | Unified terrain intelligence for multi-robot fleets |
- π§ mullassery@gmail.com
- π Bengaluru, India
- πΌ LinkedIn
- π Product Hunt
- π github.com/Mullassery
Thanks for stopping by β always happy to talk CDPs, marketing data pipelines, or the Python tooling that makes them reliable.