R&D AI Software Engineer / End-to-End Machine Learning Engineer / RAG and LLM

Headquartered in the United States, TP-Link Systems Inc. is a global provider of reliable networking devices and smart home products, consistently ranked as the world’s top provider of Wi-Fi devices. The company is committed to delivering innovative products that enhance people’s lives through faster, more reliable connectivity. With a commitment to excellence, TP-Link serves customers in over 170 countries and continues to grow its global footprint. We believe technology changes the world for the better! At TP-Link Systems Inc, we are committed to crafting dependable, high-performance products to connect users worldwide with the wonders of technology.  Embracing professionalism, innovation, excellence, and simplicity, we aim to assist our clients in achieving remarkable global performance and enable consumers to enjoy a seamless, effortless lifestyle. We are seeking a Senior AI/ML Computer Vision Engineer to drive the development and deployment of AI-powered features across our smart home automation product lines, which includes smart security cameras, video doorbells and autonomous vacuum cleaners. This role is crucial for optimizing real-time machine learning inference and video analytics at the edge, ensuring seamless integration with cloud infrastructure while maximizing performance and efficiency. The ideal candidate has a strong background in embedded AI, computer vision, and real-time video processing with hands-on experience in deploying and optimizing ML models on constrained edge devices. Responsibilities Lead the development of ML-based computer vision pipelines for real-time object detection, tracking, and classification across cameras, radar, LiDAR, and other sensors Utilize multi-sensor fusion techniques, combining video, audio, and radar/LiDAR data to enhance smart device intelligence. Optimize deep learning models for low-latency inference on embedded hardware (e.g., TensorFlow Lite, ONNX Runtime, OpenVINO, NVIDIA Jetson, Coral Edge TPU). Implement quantization, pruning, and model compression to maximize performance on edge devices. Collaborate with cloud team to develop edge-to-cloud data pipelines Requirements Required Qualifications Master’s degree in computer science or related field 3-7 years of experience in embedded AI, edge computing, and computer vision. Strong proficiency in Python for embedded AI development. At least 4 years of experience in deep learning frameworks such as TensorFlow, PyTorch and Darknet Expertise in machine learning model deployment on resource-constrained edge devices. Proficiency in image/video processing and computer vision tools such as PIL/Pillow, gstreamer, FFmpeg, OpenCV Able to simultaneously manage multiple projects Desired Qualifications Familiarity with state-of-the-art deep learning models for image segmentation and object detection Experience in Ensembling methods for combining multiple ML models Knowledge of low-power optimization techniques for AI inference on edge hardware. C/C++ Benefits Salary range: $130,000-$180,000 Free snacks and drinks, and provided lunch on Fridays Fully paid medical, dental, and vision insurance (partial coverage for dependents) Contributions to 401k funds Bi-annual reviews, and annual pay increases Health and wellness benefits, including free gym membership Quarterly team-building events At TP-Link Systems Inc., we are continually searching for ambitious individuals who are passionate about their work. We believe that diversity fuels innovation, collaboration, and drives our entrepreneurial spirit. As a global company, we highly value diverse perspectives and are committed to cultivating an environment where all voices are heard, respected, and valued. We are dedicated to providing equal employment opportunities to all employees and applicants, and we prohibit discrimination and harassment of any kind based on race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws. Beyond compliance, we strive to create a supportive and growth-oriented workplace for everyone. If you share our passion and connection to this mission, we welcome you to apply and join us in building a vibrant and inclusive team at TP-Link Systems Inc. Please, no third-party agency inquiries, and we are unable to offer visa sponsorships at this time.

I run a software company that develops software for an open-source project called OpenEMR, an application that runs medical clinics, hospitals, and other medical organizations. I am looking for a part-time 20 hours per month junior developer to assist me and my company with completing tasks for OpenEMR. As time progresses this has the ability to turn into more hours. You would be a 1099 contractor for my company. More info about the project (this is the project you will be working on): https://www.open-emr.org/ Before the interview I need you to read the following document. In your cover letter please be able to demonstrate as much as possible what is contained in this document. You probably won't get 100% but please give it a solid try. Requirements for OpenEMR Development This document defines the minimum skills and tasks you must demonstrate to be considered ready for OpenEMR development. Review carefully and be prepared to show working examples for the interview. Core Competencies Using Git and standard source control workflows Understanding the OpenEMR database schema at a basic level Setting up multiple virtual hosts using LAMP (preferred), WAMP, or MAMP Configuring and troubleshooting Apache Virtual Host Setup Task Demonstrate your ability to set up a local sandbox by: Creating a new Apache virtual host Installing the latest community version of OpenEMR (use the most recent patch release) Cloning the OpenEMR GitHub repository outside of any vhost folder. (basically, not storing the git repo in the /var/www/ directory, but using an rsync script to update the vhost ) Setting up local instances for both: Master branch and most current stable patch release At minimum: Run OpenEMR v703v4 on a dedicated vhost Git and Source Control Best practices for managing a project with Git Why repositories must not be stored directly on Staging or Production vhosts What cherry-picking is and why it is useful How git reflog can help find a file’s history Xdebug Task Place a breakpoint in login.php at the line that includes globals.inc.php Step over into the next line and explain why globals.inc.php is critical Identify a variable or function from globals.inc.php that is used in login.php OpenEMR Schema Explain the purpose and stored data of these tables: patient_data form_encounter forms users users_secure list_options layout_options Write a query to return: patient first name, last name, PID, encounter number, and forms used in encounters within a specific date or date range Write a query to return: PID and encounter ids for a date range Identify which table/column records when a form has been deleted Identify the view in the OpenEMR interface that updates the list_options table Identify the view in the OpenEMR interface that updates the layout_options table Make a change using the OpenEMR interface and demonstrate the change in the raw data (phpMyAdmin view) Explain how layout_options and list_options are related to creating or updating layout based forms

About Black Spectacles  Are you a process-driven operations professional who thrives on structure, security, and keeping things running smoothly behind the scenes? At Black Spectacles, we’re proud to be the leader in our space—with the strongest brand, a thriving business, and an incredible opportunity for continued growth. As an entrepreneurial company, we’re ambitious in our plans to support the architecture community, fostering an environment where excellence, innovation, and collaboration thrive. We believe that operational success comes from discipline, documentation, and a proactive approach to compliance, security, and IT oversight—and at Black Spectacles, you’ll have the opportunity to put those into action every day. We’re seeking an Operations Manager – Compliance & Project Management to bring structure, discipline, and accountability across Black Spectacles operations. In this role, you’ll oversee compliance initiatives, vendor/IT systems, and cybersecurity readiness, while managing planning cycles, Summits, and process documentation with strong project management discipline. At Black Spectacles, you’ll benefit from: A team that lives and celebrates our values daily. Regular opportunities to see and feel the impact of your work. A fully remote work environment, complemented by semi-annual company trips to build connections. Black Spectacles has been recognized by Great Place to Work and Built In as a great place to work, by the American Institute of Architects for the national impact we’re having on the profession of architecture, and by Inc. Magazine as one of the fastest growing companies in the country. Our Ideal Teammate We’re looking for someone who: Is motivated by contributing to a mission-driven company that supports the architecture and design community. Brings project management discipline to operations and compliance work, ensuring initiatives are delivered on time and with measurable outcomes. Thrives in a hands-on role balancing compliance, operational processes, and IT/security oversight.  Takes ownership and accountability for their work. Encourages calculated risks and shares ideas in a safe, supportive environment. Takes a world-class approach to their responsibilities and values collaboration. Lives our values of excellence, innovation, and taking care of our people. Role Overview As Operations Manager – Compliance & Project Management, you’ll be responsible for ensuring Black Spectacles’ operations are secure, compliant, and well-structured. You will oversee IT systems and the full lifecycle of equipment, drive compliance initiatives, manage contracts and insurance, and support structured planning cycles. This is a hands-on, high-ownership role where you’ll collaborate closely with leadership, finance, engineering, and other departments, while holding outside vendors and agencies accountable for delivering on expectations. We offer a competitive base salary of $80,000 to $100,000, commensurate with experience and qualifications. Responsibilities Compliance & Cybersecurity Manage IT and compliance policies, cybersecurity training, and readiness for external audits (e.g., SOC2). Ensure strong internal controls and defense systems are in place. Maintain organized systems for contracts, renewals, and compliance documentation. Strategic Planning & Operating Rhythm Guide business planning cycles, Rocks/KPIs, and quarterly/annual strategy sessions. Use Bloom Growth (or similar software) to track execution and progress. Enforce process documentation standards and maintain one clear operating manual for the company. Plan and execute semi-annual company Summits, including scheduling, bookings, logistics, and budgeting. IT & Equipment Management Oversee the lifecycle of company-issued laptops and devices (purchasing, shipping, set-up, secure offboarding/disposal). Coordinate with vendors for IT support, software installs/updates, and system access. Manage SaaS tools and system permissions across the organization. Requirements Proven ability to manage cross-functional projects from planning through execution, with strong attention to documentation and accountability. Experience with structured business operating systems or disciplined planning cycles (e.g., EOS, OKRs, KPIs, waterfall). 6+ years of professional experience in operations, IT, or compliance, ideally in a small–mid-sized company (Bachelor’s degree in business, operations, or a related field preferred. Demonstrated ability to manage compliance processes such as contracts and renewals. Experience with IT systems, cybersecurity practices, and equipment lifecycle management (directly or via vendors). Familiarity with external audit frameworks (e.g., SOC2) is a plus but not required. Proven strength in process documentation, enforcement, and optimization. Highly analytical and detail-oriented, with the ability to tie operations decisions to measurable impact. Comfortable working remotely and independently, with strong accountability. Ability to travel twice a year for in-person planning sessions and company events. Benefits Work From Home: Enjoy the flexibility of working remotely year-round. Comprehensive Benefits: Starting day one, access to BCBS Health, Dental, Vision, Disability, and Life Insurance coverage. Savings & Retirement Plans: Flexible Spending Accounts (FSAs), Health Savings Accounts (HSAs), and a 401(k) plan with a company match of up to 4%. Generous Paid Time Off: Accrue up to 3 weeks of vacation annually, along with 8 holidays, 2 floating holidays, and up to 1 week of sick leave. Referral Program: Earn rewards by referring top talent to our team. Team Building: Enjoy semi-annual team gatherings and events that foster collaboration and camaraderie. If you’re ready to take the next step in your career and make a significant impact at Black Spectacles, please submit your resume and share why you’re interested in this role. We look forward to considering your application! Black Spectacles is an equal-opportunity employer.

The Tech Academy delivers cost-effective and self-paced online coding boot camps that are tailored for beginners with no prior technical or coding knowledge. Our certification programs thoroughly cover in-demand skills for the tech industry, are endorsed by stellar online reviews and designed to fit around your personal schedule to prepare you for your tech career with a well-rounded tool kit. We have been offering thorough, budget-friendly, flexible, and trusted coding boot camps for over a decade. Founded in 2014, The Tech Academy specializes in certifying students in a wide range of technical specialties, including: AI, coding, cybersecurity, data science, app development, design, web development, and more. After your coding boot camp, our job placement specialists will provide you with career guidance. Our team has successfully placed over 1,000 graduates in technical positions, with most making an average of more than $30/hour in their first job after graduation. Here is an overview of The Tech Academy's certification programs: 1. FLEXIBLE SCHEDULING & SELF-PACED TRAINING 2. BEGINNER-FRIENDLY COURSES 3. WELL-ROUNDED & THOROUGH TRAINING 4. AFFORDABLE & BUDGET-FRIENDLY TUITION 5. OVER 1,000 5-STAR REVIEWS ONLINE 6. JOB PLACEMENT TRAINING & ASSISTANCE The Tech Academy’s online certification programs start at $5,980, with multiple tuition financing options available. Start your journey into the technology industry today with one of our award-winning online coding boot camps! Find out more here by contacting us here: https://thetechacademy.us Your dream job in tech is just a Tech Academy boot camp away!

Expertise and Functions Perform all facets of a continuous 24/7 Global Network Operations and Security Center monitoring Execute network, system, and cloud systems monitoring/surveillance, environmental monitoring, incident management and MDA Cybersecurity Support and service maintenance activities to include Change Management coordination during the assigned shift day/time Engage in all aspects of IT incident management and escalation, ensuring that incidents are effectively escalated, managed and resolved with full communication of status, plans, and actions provided to executive management and the Government customer Utilize communication skills, verbal and written, at both technical and senior/Executive management levels Understand Command level Management Speak clearly to diverse cultural audiences, VIPs, and dignitaries Perform as a section trainer and create lesson plans Other duties as assigned Requirements Education/Training:  Bachelor’s Degree in management or other relevant discipline preferred Must have, or obtain within 6 months of hire, a current DoD 8570.01 IAT Level II Certification such as CompTIA Security+ CE Certification or higher    Experience: 2+ years of professional experience in the required task area    Preferred Experience:   Experience in metrics-based IT Operations and Maintenance (O&M) teams Experience with Remedy and SNMP monitoring tools (e.g., Solarwinds, Microfocus NNMi/HPOV, and Systems Center Operations Manager) Experience with ITIL framework and ITIL-based processes, to include continual service improvement, change management, and problem investigation Experience as a Windows/Linux System Administrator supporting a large Enterprise with knowledge of Microsoft Active Directory, Windows 2008/2012, Linux/UNIX Operating Systems, EMC Storage, Symantec NetBackup and SCCM Patch Management solutions Experience as a network engineer, including hands-on experience designing, implementing and managing network components including switches, routers, firewalls, and cryptographic devices Experience with Cyber-defense or information assurance, including experience with DISA mandated security tools to include Assured Compliance Assessment Solution (ACAS), Host Based Security System (HBSS), analyze results and create reports Experience with Network Operations in a network operations center or other 24x7x365 IT Operations environment Knowledge of IT Network Operations and connectivity devices that inter-relate with Public Key Infrastructure authentication and Information Security practices Knowledge of Cybersecurity principles and how to execute system/network security analysis Knowledge of Tier III Information Assurance practices, IT security governance, security administration, project management, logistics, and Cybersecurity compliance requirements Quality Assurance/Quality Control Inspection process knowledge Security: Must be a US citizen Candidate must be in possession of a minimum DoD issued Secret Clearance Physical Requirements: Able to occasionally reach with hands and arms Prolonged periods of computer screen use, while sitting or standing at a desk Adhere to safety protocols when in work areas requiring use of PPE (e.g. eyewear, gloves, masks, hearing protection, steel toed shoes, etc.) Able to safely lift and carry up to 20 pounds at a time Benefits Health Care Plan (Medical, Dental & Vision) Retirement Plan (401k, IRA) Life Insurance (Basic, Voluntary & AD&D) Paid Time Off (Vacation, Sick & Public Holidays) Short Term & Long Term Disability Training & Development Wellness Resources Salary: $75,000 - 97,000 Salary rates for this position are competitive and commensurate with experience and industry standards. We offer a comprehensive benefits package that may include health insurance, paid time off, and retirement savings options.

Looking for somebody with rest api and .net experience. If interested please reply with your demographics and experience description. A brief explanation is best. Not interested in ai resume.