AI & ML Systems Engineer • Full-Stack Developer • Data Systems Architect
name: Tarun Jampani
role: AI & Machine Learning Engineer / Full-Stack Developer
focus_areas:
- Predictive Maintenance & Digital Twin Architectures
- Retrieval-Augmented Generation (RAG) & AI Agent Memory
- Real-Time Sensor Telemetry & Anomaly Detection (VAE, FFT, MLOps)
- Responsive Web Applications & High-Contrast Telemetry Dashboards
passions: [Distributed Systems, Cloud Automation, Algorithm Optimization, Clean Architecture]
status: Open for collaboration on impactful AI & Software Engineering projects|
End-to-end industrial IoT telemetry engine with Remaining Useful Life (RUL) regression, Variational Autoencoder (VAE) vibration anomaly scoring, and FFT frequency-domain feature extraction. |
High-performance conversational agent featuring Server-Sent Events (SSE) token streaming, dynamic vector retrieval stage, collapsible citation inspector, and latency telemetry. |
|
Autonomous B2B procurement engine with multi-part document OCR invoice parsing, supplier pricing comparison matrix, and real-time webhook dispatchers. |
Precision agriculture telemetry platform integrating interactive farm boundary GPS mapping, satellite NDVI vegetation index caching, and automated frost hazard alerts. |
|
Command center for algorithmic problem solving featuring daily streak heatmaps, GraphQL submission queries, local caching, and category filter analytics. |
Clean, high-performance portfolio featuring responsive mobile drawer navigation, dark/light theme switching, and optimized asset pipelines. |
