PCB Component Identification & Visual QC support for development of AI based PCB Inspection System

@Mahihassi

As a seasoned electrical engineer specialized in firmware development, PCB design, and embedded systems, I bring a wealth of experience to the table that would significantly benefit your project. I have a profound understanding of PCB inspection and assembly processes, having worked on projects similar to yours before. This includes working with high-reliability, multi-layered assemblies with mixed component technologies - perfect for verifying and assessing your PCBs. One of my core skills lies in identifying, verifying, and validating mounted components against the provided BOM - something that aligns precisely with your first requirement. I'm meticulous when it comes to details like part numbers, packages, footprints, polarities, and orientations. Moreover, my proficiency extends to verifying markings where readable and highlighting mismatches between the footprint and populated part, ensuring no discrepancy goes unnoticed. When it comes to visual and assembly quality inspections, my expertise shines again. I am highly familiar with accepting criteria standards such as IPC-A-610 & IPC-J-STD-001 which will accurately guide my inspection process. With an eye for even the minutest detail - from component placement accuracy to solder joint quality - you can count on me to thoroughly assess the quality of your PCBs. All findings will be meticulously documented in an actionable report complete with marked images.

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

@Amidst

Hey there! I’m Alok, A PCB, Circuit and Mechanical designer with a passion for turning ideas into rock-solid, high-performance circuit boards. even expert on Python, C, C++ With nearly a decade of experience, I’ve tackled everything from compact consumer gadgets to complex industrial systems—always with a focus on precision, efficiency, and reliability. # Schematic & Layout Design – Clean, optimized, and manufacturable. # Component Selection & Library Management – No surprises, just the right parts for the job. # Reverse Engineering – PCB cloning, replication, and improvements. # Gerber, BOM & CPL Generation – Ready for seamless production. # DFM & DFA Expertise – Because great design means smooth manufacturing. # Multi-Layer, Flex, & High-Density PCB Design – Whatever the project needs. If you need a PCB and Code that’s efficient, reliable, and built for real-world performance, let’s chat. I’d love to help bring your project to life!

@hancho6319

As an Electrical & Electronics Engineer with over five years of focused PCB design and layout experience, my skills align perfectly with your project needs. I have a thorough understanding of multi-layer PCB assemblies, mixed component technologies, and circuit design. Moreover, my background in Embedded Systems Engineering further equips me to accurately identify, verify and inspect each mounted component, cross-checking them against the provided BOM for accuracy. Beyond the technical side, I promise efficiency and precision. My extensive use of EDA tools like KiCad and Proteus means that I can efficiently pinpoint any potential issues such as missing or wrongly placed components. Furthermore, my experience with IPC standards ensures that I maintain rigorous quality checks, which is especially vital when dealing with high-reliability systems. Notably, my unique blend of software engineering, AI, and machine learning positions me to assist not just in the current task but also with future development possibilities for your project. I look forward to playing a key role in producing detailed reports for you with marked images of defects along with actionable rework notes using efficient time management techniques. My dedicated and methodical approach promises timely completion without compromising thoroughness.

@ostronik

Hi Greetings from OSTronik India! We are a technology-driven company specializing in Power Electronics and Embedded System Design integrated with Artificial Intelligence (AI), delivering reliable, industrial-grade Electronic Solutions—from concept to mass production, all under one roof. Our in-house capabilities include R&D, Firmware Development (C & Python Programming), Hardware Design, Prototyping, and Scalable Mass Production with a focus on quality and cost efficiency. Core Expertise: • Microcontroller : PIC, STM32, ESP Family, AVR, Nuvoton, XBee. • Microprocessors: Raspberry Pi • Development Tools: MPLAB X IDE, Keil, STM32CubeIDE, Arduino IDE, Atmel Studio, VS Code. • Hardware Design: Industrial-grade multilayer PCBs using Altium Designer, KiCad, with efficient power design, isolation handling, and EMI/EMC compliance. • Communication Protocols: UART, SPI, I²C, CAN, Modbus, MQTT, LAN, S-Bus, RS-485, RS-232. • RF Modules: LoRa, nRF Series, XBee, Laird RF Modules. Project Capabilities: Power Monitoring & Energy Management Units, CNC Controllers, BLDC/DC Motor Control, IoT-based Agriculture, Smart Home & Industrial Automation, Inverters, Stabilizers, and Gimbal-based Videography Control Systems. We have already transformed the concept into a successful Electronic solution for multiple clients. To help you better visualise our expertise, we would be glad to share a brief reference video. Let’s schedule a meeting to discuss further. Best Regards, Team OSTronik India

@drtaimoor

Hello, This project aligns well with my experience in high-reliability PCB design and assembly inspection. I have worked with multi-layer boards (4–16+ layers), dense SMT + through-hole assemblies, and production-stage QC validation for mixed-signal systems. For your AI-based PCB Inspection System, I can provide structured and repeatable verification across ~400 variants. 1️⃣ Component Verification (BOM vs PCB) • Designator-wise validation of part number, package, polarity, orientation • Footprint vs populated part cross-check • Identification of missing/wrong/substituted components • Marking verification (where readable) • Structured discrepancy log in spreadsheet format 2️⃣ Visual & Assembly QC (IPC-A-610 aligned) • Placement accuracy, alignment, polarity • Tombstoning, skew, lift, tilt • Solder quality (bridging, insufficient/excess, cold joints) • Visible pad/track defects and surface damage • Residue/cleanliness checks • Mechanical mounting verification Deliverables: • Annotated component verification log • Visual defect report with marked images and severity level • Photo evidence of critical findings • Rework/corrective suggestions • Repeatable inspection checklist for internal QC reuse I understand this inspection supports AI dataset tagging, so defect classification accuracy and documentation clarity will be prioritized.

@djain879

i, Detail-oriented and results-driven Quality Assurance (QA) Engineer with 4 years of experience in manual testing across web and mobile applications. Skilled in identifying bugs, writing effective test cases, and ensuring high-quality software delivery in Agile environments. Proficient in functional, regression, integration, and user acceptance testing (UAT), with strong exposure to tools like JIRA. 1> Manual Testing & Test Case Design 2> Functional, Regression & UAT Testing 3> Bug Tracking (JIRA) 4> Mobile App Testing (iOS & Android) 5> SQL for Backend Validation 6> SFTP/File Validation & Log Analysis

@renaldopairi

saya bisa memecahkan masalah yang sedang dihadapi sesuai dengan keterampilan yang saya punya, dengan mendapat tawaran ini saya bisa belajar dalam tawaran proyek inj