Hi, I'm Suman
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AI Engineer specializing in Agentic Systems, RAG pipelines, and production-grade LLM applications.
I design and deploy scalable AI systems that automate complex workflows using multi-agent architectures, vector databases, and cloud-native infrastructure.
Built systems handling 19K+ images, deployed AI pipelines with Docker & CI/CD, and developing real-time agentic AI platforms.
What you can automate with SG
Start with 1–3 workflows. Scale from there.
Automated Research Agents
Multi-agent systems that scour the web, synthesize data, and generate comprehensive research reports.
Intelligent Document Q&A
Enterprise RAG pipelines that allow employees to instantly search and query internal company data.
Data Processing Pipelines
Automated ETL flows that extract unstructured data, clean it, and load it into structured databases.
Customer Support Bots
LLM-powered autonomous support agents capable of handling complex tier-1 and tier-2 customer inquiries.
Predictive Analytics
Custom ML and deep learning models that forecast trends, detect anomalies, and optimize business operations.
Workflow Orchestration
End-to-end workflow automation connecting your favorite tools using n8n, LangGraph, and FastAPI.
How I Build Systems
Architect
Design multi-agent architectures, RAG pipelines, and system topologies before writing code. Define agent roles, communication patterns, and failure modes upfront.
Build
Implement with FastAPI, LangGraph, and vector databases. Write testable, modular code with proper error handling, retry logic, and observability from day one.
Deploy
Containerize with Docker, deploy on AWS/Azure, set up CI/CD pipelines, and monitor with Prometheus + Grafana. Production means it works at 2 AM without you.
Every project follows the same discipline: define the architecture, build modular components, deploy with monitoring, and iterate based on real-world performance data.
Building AI systems that ship to production
I build multi-agent systems, RAG pipelines, and production AI applications. If you need an engineer who can architect, build, and deploy — let's talk.