Product Design labs
DEEP TECH.
BUILT RIGHT.
Advanced hardware and full-stack systems engineered for precision, durability, and long-term scalability
Realtime_uptime
99.98%
Capital_Deployed
$125M+
Verified_Global_Partners
Proteus
WHITFIELD SYSTEMS
TRINION LABS
SAXTON GROUP
ETON VENTURE
SAFARI.AI
MADLI CREATIVE
DELTA FORGE
MELTBELT
Proteus
WHITFIELD SYSTEMS
TRINION LABS
SAXTON GROUP
ETON VENTURE
SAFARI.AI
MADLI CREATIVE
DELTA FORGE
MELTBELT
SYSTEM_CAPABILITIES
CORE
Disciplines.
Hardware
CORE_HW
Schematic capture, high-density PCB layout, and mechanical assemblies.
Software
Systems
Real-time firmware, embedded AI, and secure enterprise platforms.

Quality
VALIDATION
End-of-line testing, thermal validation, and hardware compliance.
Production
SCALE
Transition from lab prototype to mass manufacturing and supply logic.
Hardware
CORE_HW
Schematic capture, high-density PCB layout, and mechanical assemblies.
Software
Systems
Real-time firmware, embedded AI, and secure enterprise platforms.
Quality
VALIDATION
End-of-line testing, thermal validation, and hardware compliance.
Production
SCALE
Transition from lab prototype to mass manufacturing and supply logic.
Integrated_Delivery
Software
Hardware
END-TO-END.
We don't just design circuits. We architect the entire physical lifecycle from atomic component selection to global fulfillment.
Unified architecture. From custom silicon to enterprise cloud. High-performance software engineered for technical precision.
Embedded Systems
Firmware & RTOS
Real-time control systems for thermal management, battery safety, and motor control. C/C++ on bare metal and RTOS architectures.
C++
RTOS
ARM
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Mobile & IOt
Connected systems
Native and cross-platform apps paired with IoT device firmware. Real-time telemetry, BLE communication, and edge computing.

SWIFT
FLUTTER
BLE
MQTT
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Enterprise Platforms
Full-Stack Development
Secure portals, dashboards, and workflow engines. Built for fintech and regulated industries with SOC 2 compliance.

REACT
NODE.JS
AWS
SOC 2
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UX/UI Design
Product Design
Research-driven interface design for complex technical products. ADHD-friendly patterns, accessibility-first flows.

FIGMA
WCAG
DESIGN SYSTEMS
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AI & Automation
Intelligence Layer
Computer vision pipelines, predictive maintenance models, and LLM-powered workflow automation for enterprise operations.
PYTHON
TENSORFLOW
LLM
CV
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Cloud Architecture
Infrastructure
High-availability serverless deployments, data pipeline engineering, and global CDN orchestration for enterprise scale.

TERRAFORM
K8S
DCOKER
S3
View Portfolio
01
Concept
SCHEMATIC & ARCHITECTURE
Laying the foundation with technical specifications, component selection, and power management architecture.
Phase_Details
02
Engineering
PCB LAYOUT & DESIGN
High-density multi-layer routing, impedance control, and signal integrity analysis for mission-critical hardware.
Phase_Details
03
Validation
PROTOTYPE & VALIDATION
In-house lab testing, signal trace harnessing, and environmental stress screening to ensure hardware reliability.
Phase_Details
04
Scale
MASS PRODUCTION

Transitioning to global supply chain management, DFM optimization, and end-of-line QA at scale.
Phase_Details
Embedded Systems
Firmware & RTOS
Real-time control systems for thermal management, battery safety, and motor control. C/C++ on bare metal and RTOS architectures.
C++
RTOS
ARM
CAN BUS
Mobile & IOt
Connected systems
Native and cross-platform apps paired with IoT device firmware. Real-time telemetry, BLE communication, and edge computi
SWIFT
FLUTTER
BLE
MQTT
Enterprise Platforms
Full-Stack Development
Secure portals, dashboards, and workflow engines. Built for fintech and regulated industries with SOC 2 compliance.
REACT
NODE.JS
AWS
SOC 2
UX/UI Design
Product Design
Research-driven interface design for complex technical products. ADHD-friendly patterns, accessibility-first flows.
FIGMA
WCAG
DESIGN SYSTEMS
AI & Automation
Intelligence Layer
Computer vision pipelines, predictive maintenance models, and LLM-powered workflow automation for enterprise operations.
PYTHON
TENSORFLOW
LLM
CV
Cloud Architecture
Infrastructure
High-availability serverless deployments, data pipeline engineering, and global CDN orchestration for enterprise scale.
TERRAFORM
K8S
DCOKER
S3
01
Concept
SCHEMATIC & ARCHITECTURE
Laying the foundation with technical specifications, component selection, and power management architecture.
Phase_Details
02
Engineering
PCB LAYOUT & DESIGN


High-density multi-layer routing, impedance control, and signal integrity analysis for mission-critical hardware.
Phase_Details
03
Validation
PROTOTYPE & VALIDATION
In-house lab testing, signal trace harnessing, and environmental stress screening to ensure hardware reliability.
Phase_Details
04
Scale
MASS PRODUCTION


Transitioning to global supply chain management, DFM optimization, and end-of-line QA at scale.
Phase_Details
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PRECISION / SCALE / IMPACT
© 2026 PDL.

PRECISION / SCALE
Intelligence Layer
AI & Automation
X
Computer vision pipelines, predictive maintenance models, and LLM-powered workflow automation for enterprise operations.
AI Projects
35
Avg Accuracy
94.3%
Models Deployed
72
Data Processed
50TB+
Core Capabilities
Computer vision (object detection, segmentation)
Predictive maintenance ML models
Natural language processing
LLM integration and fine-tuning
Custom model training (PyTorch, TensorFlow)
MLOps and model deployment
Data pipeline engineering
Automated workflow orchestration
Technology Stack
ML Frameworks
PyTorch
TensorFlow
OpenCV
scikit-learn
Hugging Face
LLM & NLP
OpenAI API
LangChain
Vector DBs
RAG
Fine-tuning
MLOps
MLflow
Kubeflow
SageMaker
Weights & Biases
Data
Python
Pandas
Spark
Airflow
S3
Featured Projects
Electronics Assembly Plant
Manufacturing Defect Detection
Challenge
Manual visual inspection missing 15% of PCB defects, causing costly field failures and warranty claims.
Solution
Deployed computer vision system with custom-trained YOLO model for real-time defect detection on production line.
Results
> Defect detection accuracy: 99.2%
> Inspection speed: 3 seconds per board
> False reject rate reduced by 85%
> Processing 5,000+ boards daily
Accuracy
99.2%
Speed
3 sec/board
Daily Volume
5,000+ boards
Python
PyTorch
YOLO
OpenCV
Edge Deployment
Legal Services Firm
Intelligent Document Processing
Challenge
Attorneys spending 20+ hours weekly manually extracting data from contracts and legal documents.
Solution
Built LLM-powered document processing pipeline with GPT-4, custom embeddings, and structured data extraction.
Results
> Document processing time: 95% reduction
> 92% extraction accuracy
> Processing 1,000+ documents monthly
> Saved 400+ attorney hours monthly
Time Saved
95%
Accuracy
92%
Monthly Docs
1,000+
GPT-4
LangChain
Python
RAG
Vector DB
Our Process
1
Problem Framing
1-2 weeks
Define ML objectives, success metrics, and data requirements
2
Data Collection
2-4 weeks
Gather training data, labeling, and data quality checks
3
Model Development
4-6 weeks
Train models, hyperparameter tuning, and validation
4
Integration & Testing
2-3 weeks
Deploy to production environment and A/B testing
5
Monitoring & Iteration
Ongoing
Model performance tracking and continuous improvement
Ready to Build?
Let's discuss your embedded systems needs and create something exceptional 
together.
Start Your Project
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