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HL | Automation Engineering and Manufacturing
Projects

01
Tote System Design
A tote handling system for automated routing, RFID or barcode identification, and real‑time tracking to move totes efficiently through fulfillment workflows. It improves accuracy, reduces manual touches, and synchronizes material flow with upstream and downstream equipment. Integrated sensors and controls optimize throughput, minimize congestion, and enhance overall operational reliability.

02
Smart Conveyance
Smart conveyance systems use RFID‑enabled tracking to move products with real‑time visibility, automated identification, and precise location control. RFID tags streamline routing, reduce manual scans, prevent mis‑picks, and improve throughput. Integrated sensors and analytics optimize flow, enhance traceability, and support predictive maintenance across high‑volume fulfillment environments

03
Advance Manufacturing
Advanced integration of AGVs, pick‑and‑place robotics, SmartTrac systems, automated product retrieval, vision‑based inspection and counting, and OCR pipelines into manufacturing environments, leveraging industrial communication protocols such as EtherCAT, Modbus, and Ethernet/IP. All implementations were executed with strict adherence to cybersecurity standards and hardened controls‑network architectures. OPC platforms to enable Ignition / SCADA integration

04
Fulfillment Manufacturing Design
Led concept-to-launch execution of fulfillment systems, integrating automation, robotics, and enterprise software. Directed cross-functional teams, defined architecture, and oversaw buildout, commissioning, and ramp-up. Delivered scalable, validated platforms with zero disruption and measurable gains in throughput and reliability.

05
AI Classification Model
Developed an AI‑based classification model trained on more than 5,000 NDCs to automatically identify the correct National Drug Code from pill images. The model evaluates key visual attributes—including color, engraving, and shape—to determine the correct NDC with high accuracy. This system streamlines pill identification, reduces manual verification, and supports safer, more reliable pharmacy operations.

06
Scanner Array
Scanner array captures QR barcodes in-flight

07
Bottle Scanning
Scanner array reads QR barcodes during product movement without stopping the flow

08
Fulfillment Center
Led the design, build, unit testing, validation, and launch of a 200,000 sq. ft. automated fulfillment center integrating multiple robotic platforms and state-of-the-art vision inspection systems. The facility was engineered to seamlessly connect IT and OT infrastructure with industrial automation components, enabling real-time routing, system visibility, and operational control. Oversaw system architecture, equipment integration, performance testing, and production readiness to ensure a stable go-live. The project delivered a scalable, high-throughput operation built for reliability, data integrity, and future expansion. Nov 2024

09
Robotic Labeling
Developed and deployed a robotic labeling system that increased productivity by 300% while significantly reducing operational footprint. The solution combined precision robotics with advanced vision verification to improve labeling accuracy, reduce rework, and enhance overall product quality.

10
Optimized IoT–IT Integration Framework
Simplified IT/OT Architecture with Integration, Order management, Order Routing, Product traceability, Pick, Verification, Packing, Shipping

11
Robotic Dispensing
Developed an integrated robotic pill‑dispensing system combining advanced robotics, PLC‑based machine control, and custom software applications. The solution automated key pharmacy fulfillment processes—including inventory management, replenishment, bulk‑up operations, picking, and dispensing—to improve accuracy, throughput, and patient safety. The system featured coordinated robotic mechanisms, real‑time PLC control, and purpose‑built software for tracking inventory, orchestrating material flow, and ensuring reliable, high‑speed dispensing performance

12
Integration of PLC to IT systems
Manufacturing system controlled by 7 Windows servers and 5 Beckhoff PLCs integrated with Robotics and other control devices
01
Tote System Design
A tote handling system for automated routing, RFID or barcode identification, and real‑time tracking to move totes efficiently through fulfillment workflows. It improves accuracy, reduces manual touches, and synchronizes material flow with upstream and downstream equipment. Integrated sensors and controls optimize throughput, minimize congestion, and enhance overall operational reliability.
02
Smart Conveyance
Smart conveyance systems use RFID‑enabled tracking to move products with real‑time visibility, automated identification, and precise location control. RFID tags streamline routing, reduce manual scans, prevent mis‑picks, and improve throughput. Integrated sensors and analytics optimize flow, enhance traceability, and support predictive maintenance across high‑volume fulfillment environments
03
Advance Manufacturing
Advanced integration of AGVs, pick‑and‑place robotics, SmartTrac systems, automated product retrieval, vision‑based inspection and counting, and OCR pipelines into manufacturing environments, leveraging industrial communication protocols such as EtherCAT, Modbus, and Ethernet/IP. All implementations were executed with strict adherence to cybersecurity standards and hardened controls‑network architectures. OPC platforms to enable Ignition / SCADA integration
04
Fulfillment Manufacturing Design
Led concept-to-launch execution of fulfillment systems, integrating automation, robotics, and enterprise software. Directed cross-functional teams, defined architecture, and oversaw buildout, commissioning, and ramp-up. Delivered scalable, validated platforms with zero disruption and measurable gains in throughput and reliability.
05
AI Classification Model
Developed an AI‑based classification model trained on more than 5,000 NDCs to automatically identify the correct National Drug Code from pill images. The model evaluates key visual attributes—including color, engraving, and shape—to determine the correct NDC with high accuracy. This system streamlines pill identification, reduces manual verification, and supports safer, more reliable pharmacy operations.
06
Scanner Array
Scanner array captures QR barcodes in-flight
07
Bottle Scanning
Scanner array reads QR barcodes during product movement without stopping the flow
08
Fulfillment Center
Led the design, build, unit testing, validation, and launch of a 200,000 sq. ft. automated fulfillment center integrating multiple robotic platforms and state-of-the-art vision inspection systems. The facility was engineered to seamlessly connect IT and OT infrastructure with industrial automation components, enabling real-time routing, system visibility, and operational control. Oversaw system architecture, equipment integration, performance testing, and production readiness to ensure a stable go-live. The project delivered a scalable, high-throughput operation built for reliability, data integrity, and future expansion. Nov 2024
09
Robotic Labeling
Developed and deployed a robotic labeling system that increased productivity by 300% while significantly reducing operational footprint. The solution combined precision robotics with advanced vision verification to improve labeling accuracy, reduce rework, and enhance overall product quality.
10
Optimized IoT–IT Integration Framework
Simplified IT/OT Architecture with Integration, Order management, Order Routing, Product traceability, Pick, Verification, Packing, Shipping
11
Robotic Dispensing
Developed an integrated robotic pill‑dispensing system combining advanced robotics, PLC‑based machine control, and custom software applications. The solution automated key pharmacy fulfillment processes—including inventory management, replenishment, bulk‑up operations, picking, and dispensing—to improve accuracy, throughput, and patient safety. The system featured coordinated robotic mechanisms, real‑time PLC control, and purpose‑built software for tracking inventory, orchestrating material flow, and ensuring reliable, high‑speed dispensing performance
12
Integration of PLC to IT systems
Manufacturing system controlled by 7 Windows servers and 5 Beckhoff PLCs integrated with Robotics and other control devices
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