Software and Systems Engineering for Connected Industrial Platforms
TekLot develops scalable software platforms, telemetry systems, industrial applications, and edge/cloud integrations for companies building connected and mission-critical technology.
Industries & Domains
Robotics
Industrial Automation
IoT & Connected Devices
Telemetry & Monitoring
Critical Systems
Test & Measurement
Data & Analytics Platforms
Engineering Case Studies
Telemetry & Control Platform
Architected a telemetry and control platform connecting edge devices across distributed sites through MQTT pipelines, with TimescaleDB for time-series storage, Grafana dashboards for real-time monitoring, and fault-tolerant ingestion for mission-critical operations. Designed for low-latency command and data acquisition in industrial environments.
Automated Test & Validation System
Developed a cross-platform automated test framework for industrial manufacturing with hardware-in-the-loop validation, real-time data acquisition via InfluxDB, and comprehensive reporting pipelines. Built with C# and WPF for the desktop test runner and Python for analysis scripts and CI integration across production lines.
Edge-to-Cloud Data Pipeline
Designed a horizontally scalable edge-to-cloud architecture for industrial IoT sensor networks handling millions of data points per second. Leveraged Kafka for stream ingestion, MQTT for device connectivity, AWS for cloud-native processing, and Prometheus for real-time metrics and alerting across the entire pipeline.
Real-Time Monitoring & Telemetry Decoder
Built a real-time monitoring and telemetry decoding application for connected platforms with sub-millisecond message processing. Supports MAVLink and Cyphal protocol parsing, configurable data pipelines, and real-time signal visualization. Engineered for low-latency acquisition and reliable operation in demanding environments.
Engineering Capabilities
TekLot delivers end-to-end software engineering across the full stack: from embedded firmware and real-time control systems to cloud-native data pipelines and web-based dashboards. Our work spans protocol development, telemetry systems, industrial automation, and platform architecture for connected devices and mission-critical infrastructure.
Architecture & System Design
HW/SW Co-Design & System Integration
Bridging hardware interfaces, device drivers, and software platforms to create cohesive systems where hardware and software boundaries are well-defined and testable.
Edge-to-Cloud Architecture
End-to-end data pipelines from microcontroller and single-board computer edge nodes through aggregation gateways to cloud storage, analytics, and visualization layers.
Progressive Web Applications
Cross-platform PWAs with offline support, background sync, and native-like experiences for industrial monitoring dashboards and control interfaces.
Server-Driven UI & Low-JS Architectures
Lightweight frontends using htmx, server-side rendering, and hypermedia-driven patterns to reduce client complexity while maintaining responsive user experiences.
Background Processing & Job Scheduling
Distributed job queues, scheduled task execution, and idempotent background processors for ETL pipelines, report generation, and data processing workflows.
Event-Driven & Message-Based Systems
Asynchronous, decoupled system design using message brokers, event streams, and publish/subscribe patterns for reliable device telemetry and control signal distribution.
Distributed & Horizontally Scalable Platforms
Systems designed to scale horizontally across compute nodes, with load balancing, service discovery, and data partitioning for throughput and geographic distribution.
Multi-Tenant SaaS Systems
Isolated, secure multi-tenant architectures with per-tenant data isolation, role-based access control, rate limiting, and tenant-aware observability.
Resilient & Fault-Tolerant Architectures
Self-healing systems with circuit breakers, retry policies with exponential backoff, graceful degradation, bulkheading, and comprehensive error recovery strategies.
Data-Intensive & Time-Series Platforms
Specialized storage and query optimization for high-frequency time-series data, including downsampling, retention policies, continuous aggregations, and real-time analytics.
API-First & Contract-Driven Design
RESTful, GraphQL, and gRPC API design using OpenAPI and contract-first methodologies for reliable cross-system integration, versioning, and documentation.
Observability-First Systems
Comprehensive observability with structured logging, distributed tracing, and metrics collection across all system components, enabling rapid debugging and performance analysis.
Open Source & Community
TekLot maintains several open-source projects including protocol libraries for MAVLink and Cyphal, canonical domain models and hardware abstraction layers for .NET, a binary protocol telemetry workbench, and resilience pattern libraries. Engineering articles, architecture discussions, and project updates are shared through GitHub.