Pareel Amre

Built and deployed a production monitoring stack for 32 SpiNNaker2 neuromorphic computing boards across a high-performance research cluster. Built a full-stack visualization system to display real-time data and animations on a 2048×64 LED matrix strip Stack: Python, FastAPI, Pillow, NumPy, Docker, Prometheus, JavaScript, Grafana, InfluxDB, SNMP, Flask

Built a LiDAR cone detection validation framework for EFR's autonomous racing stack, enabling quantitative performance analysis of the perception system against ground truth track data.

Designed a centralized data ingestion pipeline integrating multi-source sensor and experiment data into unified streams for modeling. Built APIs and web interfaces for real-time access, visualization, and monitoring, enabling collaboration and faster experimental feedback. Standardized data schemas, automated logging, and ensured data integrity, reducing manual effort, improving data quality, and accelerating availability for analysis workflows.

Developed automated connectivity test suites for printer firmware using Python and PyTest, validating TCP/IP, HTTP, and MQTT protocols. Built end-to-end UI tests for IoT services with Selenium, covering API flows, latency, and failure scenarios. Implemented logging, assertions, and metrics tracking to detect anomalies and improve reliability, with extensibility for future AI/ML-based error prediction.

Studied Computational Modeling and Simulation with a focus on Visual Computing, covering numerical methods, data-driven modeling, computer graphics, and visualization. The program emphasizes simulation of complex systems, scientific computing, and visual analysis through practical projects and interdisciplinary applications.

Studied core principles of electronics and communication systems, including signal processing, digital and analog electronics, wireless communication, and embedded systems. The course emphasized both theoretical foundations and practical applications through laboratory work, circuit design, and system-level problem solving.