Engineering built for production reality, not notebooks.

Computer Vision & OCR

Edge object detection, multi-camera tracking, document layout understanding.

Forecasting & Anomaly Engines

Time-series forecasting, equipment degradation warning, fraud detection.

Decision Optimization

Dynamic routing, supply chain constraint solvers, real-time dispatching.

Signal Intelligence

Audio classification, vibration spectral analysis, sensor telemetry processing.

Feature Store Architecture

Standardized feature pipelines for offline training and ultra-low-latency online inference.

Automated Model Serving

High-throughput microservices using Triton Inference Server and vLLM acceleration.

Drift Detection & Retraining

Continuous monitoring of data drift, model degradation, and automated trigger pipelines.

Edge Model Quantization

Model compression (INT8/FP16) optimized for NVIDIA Jetson and constrained edge silicon.

Hybrid Vector/Graph RAG

Multi-modal retrieval architectures over complex tabular, unstructured, and CAD documents.

Autonomous Agent Tooling

Multi-agent execution frameworks that invoke external APIs, SQL engines, and Python runtimes.

Domain Fine-Tuning (LoRA)

Parameter-efficient fine-tuning for domain jargon, specialized tasks, and structured outputs.

Air-Gapped Sovereign Deployment

On-premise deployment guaranteeing zero outbound network data leaks to 3rd party providers.

RAG Evaluation Suites

Quantitative evaluation of context precision, context recall, faithfulness, and answer relevance.

Adversarial Red-Teaming

Automated prompt injection testing, jailbreak vulnerability scans, and system leak analysis.

Policy & Safety Guardrails

Real-time inference guardrails filtering harmful outputs, PII leaks, and off-topic queries.

Regression Testing CI/CD

Integration of evaluation benchmarks directly into GitHub Actions or GitLab CI build steps.

LiDAR/Visual SLAM

Real-time 3D mapping and localization in dynamic, non-GPS warehouse and outdoor environments.

Micro-Robotics Control

Sub-millimeter actuator timing, PID motion profiling, and custom motor driver firmware.

Edge Sensor Fusion

Multi-sensor alignment combining IMU, wheel odometry, depth cameras, and ultrasonic arrays.

IoT Fleet Telemetry

MQTT/ProtoBuf bandwidth-optimized telemetry streaming from edge nodes to cloud central.

Flight & Payload Software

Fault-tolerant onboard data processing, instrument scheduling, and fault detection (FDIR).

Ground Station Telemetry

CCSDS packet ingestion, pass handling, and real-time telemetry streaming platforms.

Mission Operations Suites

Satellite constellation monitoring, command generation, and pass execution dashboards.

Orbital Simulation Tooling

Software-in-the-loop (SIL) hardware simulation environments for pre-launch validation.