Mayur ShahasanePrincipal Data Engineer & Infrastructure Architect
I build production-grade data pipelines, distributed cloud systems, and agentic AI platforms designed for enterprise scale.

Helping remote tech engineering teams build reliable, ultra-fast applications.
The person behind the architecture
Mayur Shahasane is a senior IT consultant who has spent a decade turning ambiguous business problems into measurable engineering outcomes — across Event Sector, financial services, Healthcare and Digital Media.

I am a Data & Infrastructure Architect. For the last nine years, my focus has been turning complex, raw data into highly reliable, production-grade pipelines built for actionable insights. I specialize in designing scalable backend microservices, orchestrating cloud ecosystems, and building autonomous, agentic AI platforms that move the needle on real business value.
Across my career, I’ve built multiple distributed data architectures capable of handling terabytes of data every single day. By working directly with enterprise business teams, I help slash cloud latency and optimize operational costs. Ultimately, my deep background across data engineering, cloud infrastructure, and coding helps align cross-functional teams—improving agility, smoothing out collaboration, and guaranteeing effective engineering delivery.
How I work
Strategic Audit & Blueprinting
I dive deep into your existing architecture, bottleneck patterns, and business goals to map out a clear, low-risk migration or development path.
Production-Grade Execution
No cut corners. I build using declarative, infrastructure-as-code models (Terraform/Kubernetes) ensuring your systems are fully automated, monitored, and highly available.
Knowledge Transfer & Enablement
I don't just hand over code. I provide comprehensive architectural documentation, runbooks, and deep-dive training sessions so your internal team can operate the systems flawlessly.
Selected work, with the numbers
A sample of recent engagements. Each one started with a hard problem and ended with a metric the business could repeat.
Real-time NSE AI Agent Swarm
Architected and engineered a collaborative multi-agent system designed to analyze real-time market fluctuations on the National Stock Exchange (NSE). The framework combines deep technical indicators with automated sentiment analysis, leveraging debating agent runtimes to validate optimal entry, exit, and stop-loss strategies. Built with automated risk evaluation layers to deliver precise short- and long-term portfolio predictions.
MVP to Production-Ready Lead Engine Revamp
Redesigned and re-architected a legacy lead generation framework into a fault-tolerant, horizontally scalable ecosystem. Designed a real-time data ingestion pipeline via optimized Webhooks and APIs that achieves full end-to-end processing within a strict 5-minute window. Overhauled core Data Structures and Algorithms (DSA) for data transformations across heavy historical datasets, massively accelerating batch workload performance.
Tools I reach for first
A pragmatic, mostly-boring stack. I pick the technology that fits the problem and your team — not the one that’s trending.
Cloud & Infrastructure
- AWS / Azure / GCPPrimary cloud ecosystems
- TerraformInfrastructure as Code
- Docker / KubernetesContainer orchestration
- Ansible / JenkinsConfiguration & automation
Data & Distributed Systems
- PostgreSQL / MongoDBRelational & NoSQL storage
- Snowflake / RedshiftEnterprise data warehousing
- Apache Kafka / SparkDistributed streaming pipelines
- Elasticsearch / OpenSearchDistributed log search engines
Applied AI & ML
- LangChain / LlamaIndexAgentic LLM orchestration
- OpenAI / Anthropic APIsFoundational model integration
- pgvector / PineconeVector databases
- MLflowMachine learning lifecycles
Analytics & Business Intelligence
- Power BI / TableauEnterprise executive dashboards
- Looker Studio / SupersetSelf-service business intelligence
- Taipy / StreamlitInteractive data applications
- SQL / DAXAdvanced analytical query programming
Questions I hear most often
If your question isn’t here, the contact page is the fastest way to reach me — I reply within a business day.
Still have a question?
Book a free 30-minute scoping call — no pitch, just an honest answer.
Have a hard problem and a real deadline?
I take on a small number of engagements at a time so each one gets senior attention. Let's see if yours is a fit.
