AI & Systems Engineering — Stockholm

I build AI systems that survive production.

I'm Pankaj Raghuvanshi. I help R&D teams replace manual analysis with automated computational pipelines — multi-agent LLM workflows, computer vision, and MATLAB/Python tools.

System Architecture // Agent Flow LATENCY: 0.42ms
Request Ingestion Orchestrator State Graph Tool Core Py / MATLAB Guardrails Schema Eval
STATE Hover or click a node to inspect system state.
[00:00.00] [INIT] Pipeline loaded. Ready for execution trace.
70%
Reduction in R&D validation cycles
95%+
Diagnostic classification accuracy
Production.
Multi-agent LLM systems deployed
Services & Expertise

Engineering capabilities for complex software

I partner with engineering teams to bridge high-level LLM reasoning with deterministic industrial pipelines.

Agentic AI Workflows

Multi-agent state machines with robust tool integration, structured JSON outputs, RAG pipelines, and automated guardrails.

Deliverables
  • Working multi-agent state graph
  • Evaluation & safety test harness
  • Production integration documentation

Engineering Automation

Automated MATLAB and Python computational pipelines that process raw sensor diagnostics and bio-signals into actionable reports.

Deliverables
  • Automated data parsing script
  • Containerized Docker workflow
  • Validation cycle time cut ~70%

Computer Vision & Deep Learning

Custom deep learning classifiers and client-side web inference applications deployed directly to server, edge, or browser environments.

Deliverables
  • Trained high-accuracy model weights
  • Client/Browser JS inference layer
  • Accuracy benchmark report
Selected Work

Architected and deployed systems

Recent projects across autonomous agent orchestration, engineering pipelines, and vision models.

KluvenAI visual agent builder screenshot
React FastAPI OpenRouter xyflow

KluvenAI — Visual Agent Builder

Visual AI agent workflow builder allowing engineers to design, simulate, and execute multi-node autonomous LLM agent chains on a drag-and-drop flowchart canvas.

Live Demo: kluvenai.agenticworkflow.space
Open Demo
epostAI email categorization interface
React FastAPI Agentic RAG

epostAI — Intelligent Email Categorization

Automated email routing and triage pipeline for Outlook and Gmail. Parses incoming message bodies, extracts actionable metadata, and routes messages using custom flow logic.

Live Demo: agenticworkflow.space/epostAI/
Open Demo
Automated X-Ray diagnostics classification interface
TensorFlow Python OpenCV

Automated X-Ray Diagnostics Classifier

End-to-end deep learning classifier resolving diagnostic scan bottlenecks, processing raw X-Ray inputs to output verified classification labels.

95%+ Diagnostic Classification Accuracy
Sensor automated pipeline dashboard
MATLAB Python Pandas

Automotive Sensor Data Automation

Production engineering pipeline transforming automotive sensor diagnostics, reducing manual validation processing from weeks down to hours.

Cut validation cycle time by ~70%
Quality inspection signal processing visual
MATLAB Simulink OpenCV

AI Quality Inspection Pipeline

Replacing manual sample sorting on production lines with a high-throughput signal & image processing pipeline.

100% Automated Sample Pass/Fail Sorting
VitalSync wearable signal analytics dashboard
PyTorch LSTM Nets Signal Processing

VitalSync AI Wearable Analytics

Recurrent LSTM network model mapping continuous bio-signals from wearable devices to predict performance cycles and fatigue thresholds.

Real-time Bio-signal Forecasting
About

Systems engineering rooted in real-world software

I'm an AI Orchestrator and Systems Engineer based in Stockholm, Sweden. My background combines deep learning architectures with industrial signal processing, sensor simulation, and automated workflow design.

Rather than shipping isolated prompt prototypes, I build complete, testable pipelines that integrate directly into existing production codebases — ensuring reliability, evaluation guardrails, and measurable efficiency gains.

Stockholm, Sweden & Remote across EU
Download Engineering CV
Core Technology Stack
Python MATLAB & Simulink LangGraph PyTorch TensorFlow OpenCV FastAPI Docker C / C++ React TypeScript Git
Get in touch

Let's discuss your bottleneck

Describe your AI workflow challenge or MATLAB/Python automation needs. I will review your requirements and provide a initial technical brief within 24 hours.

Stockholm, Sweden