Hire the Best Artificial Intelligence Ethics Specialists

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.

I’m an AI strategist and technical lead with a strong track record of helping organizations unlock business value through scalable, responsible AI solutions. At NVIDIA, I lead AI enablement initiatives for startups and SMEs, designing strategies that align AI adoption with real-world business goals across sectors including finance, health, and enterprise SaaS. I’ve previously developed and deployed large language models (LLMs) for healthcare, retail, and pharmacy use cases—ranging from custom chatbots and RAG pipelines to fine-tuned, cloud-hosted models for privacy-sensitive environments. I specialize in scoping high-impact AI use cases, building AI agents that support decision-making and operations, and leading cross-functional teams through the full ML lifecycle—from prototyping to performance monitoring. My background combines deep technical fluency (Python, cloud deployment, vector databases) with a strategic lens shaped by experience at Morgan Stanley, Merck Ventures, and as the co-founder of a venture studio focused on AI and innovation.

I help organizations replace AI guesswork with functional, glass-box solutions and rigorous scientific validation. As a PhD Scientist and Senior Research Manager, I specialize in building the transparent frameworks required for high-stakes, automated decision-making. Whether you are navigating complex datasets or developing an Explainable AI (XAI) strategy, I provide the academic rigour and technical oversight needed to transform messy data into clear, defensible, and trusted AI systems. Impact & Proof - Enterprise AI Workflows: Oversaw the development of a comprehensive AI Ethical Framework and R&D adoption path, driving the successful launch of 10+ operational and client-facing AI workflows. - Clinical ML Deployment: Built ML models for pediatric rehabilitation that integrated into clinical therapy programs across home and clinic settings. These applications have been deployed in 2 hospitals, serving 50+ patients and utilized by 10+ clinicians. - Data Science & Advanced Analytics: Delivered 60+ comprehensive Quality Assurance reports, specializing in extracting actionable insights from messy data and solving fuzzy, ill-defined business questions through rigorous scientific validation. - Academic Rigour: Authored over 60 peer-reviewed academic journal articles, conference papers, and presentations, grounding my freelance work in cutting-edge, verifiable AI and data science methodologies. Core Services Explainable AI (XAI) Strategy - The Problem: "Our AI makes decisions, but I can't explain why to my stakeholders or my users." - The Solution: I turn "black box" models into transparent systems with human-readable outputs, ensuring best-practice and stakeholder buy-in. Scientific Validation - The Problem: "We know our product has potential, but we lack the rigorous scientific proof to show how great it is." - The Solution: I design comprehensive, peer-reviewed validation frameworks across the entire scientific workflow—from hypothesis generation, experimental design, and data collection, to statistical modelling, evaluation, and reporting—to definitively prove your tool works safely and accurately in the real world. Algorithmic Auditing - The Problem: "We are ready to scale our AI to the next level, but need a defensible governance framework to prove to stakeholders that our models are fair and systematically sound." - The Solution: Implementing an end-to-end AI governance framework that spans technology evaluation, systems architecture, and ethical policy design, ensuring fair results across user populations and mitigating long-term risk. (Note: Due to an active non-compete agreement, I am unable to accept engagements related to Higher Education Selection Assessment and Analytics.) What Others Say (via LinkedIn) "Alex consistently brings a high level of technical expertise and client-focused insight... translating data into recommendations that resonate with their goals." — Katie A., MBA, Strategic Partnerships "His consistent and patient guidance have been instrumental in accelerating my knowledge in applying machine learning... Alex breaks down complex biomechanical and technical concepts through concrete examples." — Elisa D., MScAC, Machine Learning & Data Science Analysis & Tech Stack - Languages & AI Frameworks: Python (Pandas, Polars, SciPy, TensorFlow, PyTorch, LangChain, LangGraph, GraphRAG, spaCy, FastAPI, Streamlit, Plotly, Weights & Biases), R, MATLAB - Data & Cloud: SQL (PostgreSQL), Vertex AI, Gemini File Search, Docker, Firebase, Pinecone, Looker, Qlik, AWS - Methodologies: Bayesian & Classical Statistics, Mixed-Methods Studies, Psychometrics, Meta-analysis, Biomechanical Modelling, User-Centered Design Ready to deploy with confidence? If you want to prove your AI works well, send me a message. Let's set up a 15-minute consultation to map out your algorithmic auditing and validation strategy.

Trusted Advisor 🥇 🚀 Get Audit-Ready in 6 Weeks — Guaranteed. Confused by compliance? I translate complex regulations into simple, actionable steps. Whether you need to win enterprise trust with ISO 27001 or unblock sales with a SOC 2 report, I provide the fastest, most cost-effective path to certification. Why hire a consultant when you can hire a Strategic Partner? As the Founder of Axipro, I’ve led over 100 successful certifications in the last year alone. We don't just "give advice"—we handle the heavy lifting. 🛠 THE GRC TOOL EXPERT Are you struggling with your automated GRC platform? I am an official partner and power user of: ✅ Drata (Gold Partner) ✅ Vanta (Expert Implementation) ✅ Secureframe, Thoropass, Sprinto, Scrut, & more. I can help you get your progress running in record time and even provide discounted subscription rates through our MSSP partnership. 🛡 ONE-STOP COMPLIANCE SHOP - Policies & Procedures: Custom-tailored, audit-ready documentation. - Risk Management: Deep-dive assessments that protect your business. - Security Questionnaires: Get them off your desk and submitted in hours, not weeks. - Vulnerability Assessment and Penetration Testings: Remediation recommendations and detailed reports to improve security posture - CPA Attestation: We have in-house CPAs to sign off on your SOC 2 Type 1 & 2 reports. 🌍 GLOBAL STANDARDS COVERED ISO 27001, 9001, 14001, 45001, 27701, 27017, 27018, 42001 (AI) | SOC 2 Type 1 & 2 | HIPAA | PCI DSS | GDPR | FedRAMP | NIST CSF | CMMC | TISAX | HITRUST | SAMA NCA ⭐ WHAT CLIENTS ARE SAYING "Ali is a lifesaver. He got us SOC 2 certified through Vanta and saved us months of work." — Founder, Druxia (USA) "Knowledgeable, professional, and incredibly responsive. Ali got us across the line with Drata for ISO 27001." — Founder, Tilt Legal (AUS) 💎 THE AXIPRO ADVANTAGE 10+ Years Experience: Lead Engineer & Auditor minds

Medical doctor (MBBS) and experienced AI content evaluator with over 18 months of hands-on data annotation and content moderation work at Outlier. I specialise in evaluating AI-generated text, images, and multimedia for quality, safety, accuracy, and policy compliance, which is exactly the work that makes frontier AI models better and safer. What I bring to AI evaluation projects: Assessed and moderated AI outputs across text, image, and conversational formats, flagging harmful, misleading, or policy-violating content with structured reasoning Applied annotation rubrics and ranking frameworks to evaluate AI responses by relevance, helpfulness, and safety risk Delivered clear, actionable written feedback directly to development teams to support iterative model improvement Documented findings using Google Sheets and Notion; consistently met daily review targets in a fully remote environment Why my medical background matters for this work: A medical degree trains you to analyse complex information under pressure, apply structured frameworks to ambiguous situations, and communicate findings precisely. These are exactly the cognitive skills that separate good AI evaluators from great ones — especially for health, science, and high-stakes content. I'm a strong fit if you need: ✔ AI content moderation & safety evaluation ✔ Text and image annotation ✔ Video content evaluation and QA ✔ LLM response ranking and RLHF-style feedback ✔ Medical or scientific content review ✔ Social media content policy assessment

I am a Ph.D. Data Scientist and Machine Learning, Deep Learning, CV, and NLP Engineer with more than SEVEN years of hands-on experience. With the help of my experience, I can quickly help you with your project, task, research, or understanding. Below is my described portfolio. EXPERTISE: - Data Science - Data Analysis - Machine Learning - Deep Learning - Large Language Models - Algorithms Designing - Problem-Solving - Research - Technical Writing DOMAIN APPLICATIONS: - Computer Vision (Both images and videos) - Medical Image Processing - Natural Language Processing - Signal Processing - Bioinformatics LANGUAGES: - Python - MATLAB - R - C/C++ TOOLS: - Jupyter Notebook/Colab - Spyder - PyCharm - VS Code - MATLAB - WEKA - Overleaf - GitHub LIBRARIES: - Keras/Tensorflow - PyTorch - HuggingFace - Scikit-Learn - Pandas - Plotly EDUCATION: - Ph.D. (Deep Learning) - MS (Machine Learning) - BS (Computer Engineering)