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Google Research Alum. Global consulting. Small to Enterprise business experience. I'm an expert in mixed methods User Experience Research with more than 20 years of experience in a broad range of assignments. I collaboratively improve user experience and engagement utilizing strategic design thinking and research to plan and execute data driven designs; help teams understand user behavior through user scenarios, journey maps and workflows; design content, structures, schemes, and navigation; and manage research, IA, UX, and design staff.

𝐘𝐨𝐮𝐫 𝐚𝐜𝐚𝐝𝐞𝐦𝐢𝐜 𝐰𝐨𝐫𝐤 𝐝𝐞𝐬𝐞𝐫𝐯𝐞𝐬 𝐦𝐨𝐫𝐞 𝐭𝐡𝐚𝐧 ‘𝐚𝐥𝐦𝐨𝐬𝐭 𝐮𝐧𝐢𝐪𝐮𝐞’; 𝐢𝐭 𝐝𝐞𝐬𝐞𝐫𝐯𝐞𝐬 𝐜𝐥𝐚𝐫𝐢𝐭𝐲, 𝐨𝐫𝐢𝐠𝐢𝐧𝐚𝐥𝐢𝐭𝐲, 𝐚𝐧𝐝 𝐟𝐮𝐥𝐥 𝐜𝐫𝐞𝐝𝐢𝐛𝐢𝐥𝐢𝐭𝐲. I’m your 100% original insurance policy in a world of mediocre research. I don’t "wing it." I dive into the trenches of research to ensure every sentence is bulletproof, human-made, and strictly ethical. If you’re looking for writing that survives the strictest integrity gauntlets while you actually get some sleep, you’ve found your person. As a versatile academic researcher and writer with extensive experience supporting diverse scholarly projects across disciplines. My expertise spans social sciences, education, behavioral studies, and other research-intensive fields, offering clients a unique combination of subject-matter flexibility, research accuracy, and academic clarity. With a foundation in sociology, I have a deep understanding of social systems, human behavior, and institutional dynamics. I hold a master's in educational psychology and a Ph.D. in behavioral science and human development, expanding my skills in cognitive development, learning theories, instructional design, and mixed-methods research. 𝑁𝑒𝑒𝑑 𝐻𝑒𝑙𝑝 𝐶𝑟𝑎𝑓𝑡𝑖𝑛𝑔 𝐴𝑢𝑡ℎ𝑒𝑛𝑡𝑖𝑐, 𝐼𝑚𝑝𝑎𝑐𝑡𝑓𝑢𝑙 𝐴𝑐𝑎𝑑𝑒𝑚𝑖𝑐 𝑊𝑟𝑖𝑡𝑖𝑛𝑔? Your academic work deserves more than generic or automated solutions. I deliver deeply researched, well-structured writing that reflects original thinking and careful scholarship. Every project I handle is thoughtfully crafted to meet your unique goals and academic expectations. 𝐿𝑜𝑜𝑘𝑖𝑛𝑔 𝑓𝑜𝑟 𝑎 𝐻𝑢𝑚𝑎𝑛 𝐸𝑥𝑝𝑒𝑟𝑡 𝑊ℎ𝑜 𝑈𝑛𝑑𝑒𝑟𝑠𝑡𝑎𝑛𝑑𝑠 𝑌𝑜𝑢𝑟 𝑉𝑖𝑠𝑖𝑜𝑛? I do not rely on AI or automated tools. My writing is the result of careful research, critical analysis, and a genuine commitment to your success. With years of experience working alongside students, researchers, and professionals from diverse fields, I customize my approach to fit your specific needs, style, and audience. 𝑊𝑎𝑛𝑡 𝑊𝑜𝑟𝑘 𝑇ℎ𝑎𝑡 𝑆𝑡𝑎𝑛𝑑𝑠 𝑂𝑢𝑡 𝑓𝑜𝑟 𝐼𝑡𝑠 𝐼𝑛𝑡𝑒𝑔𝑟𝑖𝑡𝑦 𝑎𝑛𝑑 𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛? Expect nothing less than original, plagiarism-free work that strictly follows your required formatting and citation styles. I ensure your content is logically organized, persuasive, and academically rigorous, designed to impress instructors, committees, or readers. 𝑁𝑒𝑒𝑑 𝑎 𝑃𝑎𝑟𝑡𝑛𝑒𝑟 𝑊ℎ𝑜 𝑉𝑎𝑙𝑢𝑒𝑠 𝐷𝑒𝑎𝑑𝑙𝑖𝑛𝑒𝑠 𝑎𝑛𝑑 𝑄𝑢𝑎𝑙𝑖𝑡𝑦 𝐸𝑞𝑢𝑎𝑙𝑙𝑦? I understand the urgency behind academic deadlines and balance speed with uncompromising quality. You will have a reliable collaborator who communicates clearly and delivers consistently on time. 𝑊ℎ𝑎𝑡 𝐼 𝑂𝑓𝑓𝑒𝑟 • 100% human-crafted academic writing, editing, and proofreading. • Refinement of theses, dissertations, and proposals. • Literature reviews and data analysis made clear and practical. • Tailored instructional design and curriculum creation. • Manuscript formatting for smooth journal submission. • Support for ESL and international students. • Constructive feedback to sharpen your academic skills. 𝑊ℎ𝑦 𝐶𝑙𝑖𝑒𝑛𝑡𝑠 𝑇𝑟𝑢𝑠𝑡 𝑎𝑛𝑑 𝐶ℎ𝑜𝑜𝑠𝑒 𝑀𝑒 ✅ A versatile researcher and writer with broad interdisciplinary knowledge ✅ A client-centered approach that prioritizes your goals and vision ✅ Meticulous attention to detail in every aspect of writing and formatting ✅ Hundreds of successfully completed projects delivered with integrity and professionalism Among the many talented academic writers, I bring a commitment to delivering high-quality work with precision and expertise. Let’s work together to bring your project to life!

Architect with experience in 3d visualization,2d drafting,Article Writing,Content Creation. Contact me for all your short and long term jobs,i am more than willing to go an extra mile to concretize your vision

SKILLS • 15 years of experience as a research scientist • Analysis & interpretation of data with statistics (from basic to advanced) • Creation, application & scoring of surveys for business use (e.g., DEI, psychological safety) • Data analytics related to diversity, equity, & inclusion; psychological safety; leadership style • Creation, application & scoring of psychological questionnaires • Ability to present findings in manuscripts & presentations • Research of literature • Literature review writing TECHNICAL SKILLS • Word, Power Point, Excel, SurveyMonkey, Sogolytics, SPSS NOTABLE WORK ON UPWORK • Statistical analysis and interpretation of data, along with the presentation of findings in PowerPoint for pharmaceutical companies • Research and presentation in PowerPoint of diversity research and how it effects businesses • Research and document writing about diversity research and how it effects businesses for AT&T

I’m a Professional Engineer of California in Electronics, Communications, and Controls, experienced in RF, embedded systems, and automated test development for hardware-focused teams. I am educated on the West Coast in Electrical Engineering with an emphasis on wireless technologies and am working toward a Graduate degree in Signal and Image Processing. Whether you need help with prototyping, validation, troubleshooting, or building reliable engineering workflows, I can help. - Experience with RF systems, embedded hardware, Python tools, and lab/test automation - Support from concept development through integration, validation, and production handoff - Strong communication, documentation, and cross-functional collaboration

Top 1% Expert-Vetted Freelancer. I have a PhD in Computer Science (AI & Machine Learning) and I am a physician. I build custom AI systems with proprietary and public data, including creation of novel datasets and state-of-the-art models. * After a 30-minute to 1-hour initial meeting, I'll craft a clearly written report outlining a unique AI strategy for your project. * For long-term engagements, I implement AI solutions end-to-end, including data collection, data cleaning, novel model design, model implementation and training in Python, and iteration on the modeling and data strategy to achieve excellent performance. * One of my specialties is creating custom models for proprietary datasets, including images, videos, audio recordings, and domain-specific data. Book a 30-minute consultation with me to get immediate answers about your AI project: - How can you leverage AI in your organization? - What kind of AI do you need to solve a particular problem? - Should you use a model like ChatGPT/Claude or do you need a custom model? - What modeling strategy should you use? - How should you collect and annotate data? - How much data will you need? - How should you measure performance? After a consultation I’ll craft a clearly-written report outlining an AI strategy for your project. Specialties: Healthcare AI: I am an expert in healthcare AI, with a unique background that blends clinical understanding from my MD, deep technical expertise from my AI PhD, and business experience. I have completed 100+ engagements across medical specialties including radiology, dermatology, cardiology, mental health, family medicine, surgery, dentistry, physical therapy, women’s health, pediatrics, nutrition, and neurology. I have created datasets and custom models for diverse forms of biomedical data including x-rays, CTs, MRIs, clinical photographs, patient videos, medical audio, medical notes, EHR data, insurance claims, omics data, and more. Computer Vision: I create custom AI models for 2D images, 3D images, and videos on proprietary datasets. I am excited about projects from multiple industries including healthcare, manufacturing, automotive, and agriculture. I have extensive experience with classification, object detection, segmentation, and keypoint detection, to identify and localize abnormalities or features of interest. I developed the first machine learning model in the world to predict multiple abnormalities simultaneously from a CT scan. For a dermatology practice, I built the first CV model to predict Fitzpatrick skin type, pigmentation, redness, and wrinkle severity (mean accuracy 85%)—now a core model at Kesty AI. Artificial Intelligence R&D: I have led multiple AI research projects across industry and academia. I have developed novel AI methods, including HiResCAM, a convolutional neural network explanation method with mathematical guarantees. I have published original research across multiple areas of AI, including computer vision, natural language processing, explainable AI, expert systems, and applied AI. My research papers have been cited over 1,000 times. My healthcare AI blog Glass Box has over 700,000 readers from 185 countries. Natural Language Processing (NLP): I have a deep understanding of large language models (LLMs) like Claude, Gemini, ChatGPT, and Llama. I have leveraged Transformers and other NLP techniques for numerous applications, including customized chatbots, medical note generation, and structured information extraction. Advising Entrepreneurs: Before focusing on AI consulting, I spent seven years as the founder of a health AI startup. I led my previous company from concept to deployed B2B SaaS product serving medical practices. Our AI history-taking assistant and AI scribe saved clinicians 2+ hours daily. I managed engineering teams of 5-10 (60+ contributors), secured two U.S. patents, and raised competitive grant funding. I enjoy working with entrepreneurs and discussing pitch decks, fundraising, customer discovery, designing an MVP, and evaluating the ROI of an AI product. If you’d like to talk with me about your AI project, please feel free to send me a message or book a consultation using the link on my profile.