Anthropic (Claude)
Safety-focused frontier LLM
3 case studies
16 specialists
27 specialists
General Foundation Model Safety-focused frontier LLM
Building applications that require strong reasoning, long-context understanding (up to 200K tokens), and careful instruction following via the Claude API. Particularly effective for document analysis, code generation, structured data extraction, and agentic workflows where safety and steerability matter.
Sign up at console.anthropic.com and create an API key from the dashboard. Install the SDK with `pip install anthropic` or `npm install @anthropic-ai/sdk`, then set your key as ANTHROPIC_API_KEY. Usage is billed per token with different rates for each Claude model tier.
$ pip install anthropic` or `npm install @anthropic-ai/sdk` Case studies
Growth-stage e-commerce company
Three separate analyst workflows (competitor pricing, review sentiment, and inventory demand forecasting) required 12 hours of manual work weekly. The team needed real-time insights, not weekly reports.
Integrated Claude with tool use (web search, SQL queries, Python execution) to build an autonomous analyst that answers ad-hoc business questions. Claude orchestrates the right tools, runs analysis, and returns structured reports.
Three analyst workflows replaced. Insights now available in <2 minutes instead of days. Analysts redeployed to strategic work, contributing to a 23% revenue increase in the following quarter.
$2B private equity firm
A PE firm's deal team spent 3 weeks on standard due diligence per acquisition target — financial analysis, legal review, and market research done manually by junior analysts.
Used Claude as the reasoning backbone for a 6-agent system coordinating financial, legal, and market research agents. Claude's long context window (200k tokens) enables it to reason across entire financial filings and legal documents simultaneously.
85% of standard due diligence completed in 4 hours. Deal team capacity increased from 6 to 20 targets per quarter. The firm adopted this as their standard process.
Global media brand, 10k content pieces/day
A media brand had 15 different teams writing ad-hoc prompts for Claude, producing wildly inconsistent content quality. Brand voice drift was so severe that readers could tell which pieces were AI-generated.
Designed a structured XML prompt architecture using Claude's preferred formatting — system prompts with role definition, constraints, examples, and output schemas. Created a 200-prompt library organized by content type, each with evals.
Content quality score improved 42%. Human editing time reduced from 45 to 8 minutes per piece. Brand voice consistency scores (automated eval) reached 95%+.
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Independent AI Consultant & Educator @ Parlance Labs
Independent ML engineer with 20+ years of experience, formerly at Airbnb and GitHub where he did early LLM research used by OpenAI for code understanding. Co-teaches 'AI Evals for Engineers and PMs' with 3,000+ students from 500+ companies including OpenAI, Anthropic, and Google. Expert on LLM fine-tuning and evaluation systems for production AI products.
AI Developer & Vibe Coding Educator @ Independent
AI developer and educator who raised $9M for an AI application built through 'vibe coding.' Creates comprehensive YouTube tutorials on building apps with AI tools — his 250-minute Cursor guide is the most thorough on the platform. Demonstrates building Mac apps, CLI tools, mobile apps, and websites with Claude Code without writing a single line of code.
Startup Advisor & Product Expert @ Independent (ex-Stripe, Twitter, Google)
Product management expert with 15+ years at Stripe (first PM Manager), Twitter, Google, and Yahoo. Advises AI companies including Anthropic, inVideo AI, Airtable, and SaaS Labs. 400k+ followers for his writing on products, leadership, and management. Teaches popular courses on Maven including Product Sense and PM Career Management. Angel investor and executive coach.
AI Productivity Expert & Content Creator @ Independent (ex-Google PMM)
Former Google Product Marketing Manager turned AI productivity expert with 1M+ YouTube subscribers. Creates tutorials on using ChatGPT, Claude, Gemini, and Notion AI to 10x workplace productivity. Known for practical, office-worker-focused AI tool tutorials rather than technical deep dives.
AI Researcher & Author @ Independent
Independent AI researcher and author focused on autonomous AI agents, cognitive architectures, and AI alignment. Creates in-depth YouTube content on building AI agent systems, RAG pipelines, and autonomous reasoning. Author exploring the philosophical and practical implications of advanced AI.
AI Advisor & Investor @ Independent (ex-Amazon Head of ML)
Former Head of Machine Learning at Amazon. Now an independent AI advisor, investor, and one of the most-followed AI voices on LinkedIn with millions of followers. Named to Forbes 30 Under 30 and Inc.'s Female Founders list. Advises Fortune 500 companies on AI strategy and invests in AI startups.
AI Content Creator & Podcaster @ Independent
YouTube creator with 305k+ subscribers focused on AI news, tools, and breakthroughs. Co-hosts 'AI Pod' podcast interviewing top AI researchers and builders. Self-described 'AI Yoda' teaching the latest AI tools for productivity and profit. Covers AI, robotics, VR, and emerging tech.
Senior Data Scientist & AI Consultant @ Independent ()
Senior data scientist on with extensive experience in predictive modeling, data visualization, and LLM evaluation. Developed internal tools for prompt prototyping at scale. Architected methods for evaluating LLM responses across closed-source and open-source models. Manages complex data science projects with small, agile teams.
Generative AI Developer @ Independent ()
Artificial Intelligence & Generative AI Developer on with 12+ years of experience. Specializes in GPT-4, OpenAI, RAG systems, and building AI-powered applications. Delivers end-to-end AI solutions from prototyping to production deployment.
Expert-Vetted AI (LLM) Engineer @ Independent
6+ years delivering value with NLP, LLM, and chatbot technology. Started using Large Language Models when HuggingFace was still called 'pytorch-pretrained-bert'. Featured in industry fireside chat series as an Expert NLP Engineer.
Certified Prompt Engineer & AI Engineer | CEO, ArcanEdge.ai @ Independent
Over 120 projects on (many long-term, all five-star). Designs prompt stacks and evaluation frameworks, assembles LLM workflows, and manages AI MVPs — from tax-review assistants and ingredient advisors to master data management tools. Journey from oil rigs to AI innovation. Featured in customer success stories.
Full-Stack Machine Learning Engineer @ Independent
Full-stack ML engineer working on projects driven by smart algorithms and data. Designed ML systems for accounting document recognition using deep learning. Doubled accuracy of an AI corrosion detection model. Builds highly scalable backend services with Python, FastAPI, Celery, Redis, and MongoDB.
AI Content Strategist & Workflow Automation Expert @ Independent
20 years of professional experience focused on digital innovation. Converts manual, fragmented SOPs into automated digital sequences using AI tools, saving hours of overhead and human error. Background in marketing and copy editing ensures every deliverable is meticulously vetted for clarity, psychological impact, and visual balance.
AI Consultant | RAG Chatbot & Voice Agent Specialist @ Independent
Earned $50,000+ on long-term AI consultancy projects helping clients implement LLM-powered systems and intelligent chatbots. 1000+ hours of consultation for optimizing conversational AI workflows. Expertise spans LLMs, vector search, voice cloning, custom voice model training, and real-time voice transformation using ElevenLabs.
Prompt Engineer | OpenAI, Anthropic, Google & Open-Source Models @ Independent
Started out winning prompt engineering hackathons, now a top-rated freelancer creating prompts for OpenAI, Anthropic, Google, and open-source models with precision that meets client goals. Known for making AI models 'do things you didn't know were possible.'
Senior AI Engineer @ Independent
Former Senior AI Engineer at GitHub and Microsoft. Now independent consultant and educator with 22k+ YouTube following teaching practical AI engineering. Publishes rate guides and strategy content for AI freelancers. Built career from intern to Senior Engineer in 4 years.
Thought leaders
Follow for insights, tutorials, and thought leadership
LangChain
CEO and co-founder of LangChain, the most widely-used framework for building LLM-powered applications. Legendary for his deep presence in the developer community, paying close attention to developer problems and shipping solutions rapidly. Built the orchestration layer that powers thousands of AI applications in production.
LlamaIndex
CEO and co-founder of LlamaIndex, the leading framework for building document agents and RAG systems. Previously held roles at Apple, Quora, Two Sigma, and Uber. Under his leadership, LlamaIndex crossed 600,000+ monthly downloads and raised $8.5M from Greylock. Teaches advanced RAG courses on DeepLearning.AI.
Independent
British programmer, co-creator of the Django web framework, and one of the best-known software engineers experimenting with LLMs to boost productivity. Runs simonwillison.net, an influential blog offering practical analysis of LLM advancements. Built 77+ HTML/JS apps and 6+ Python apps entirely by prompting LLMs. Created the LLM command-line tool for running prompts from the terminal.
University of Pennsylvania
Associate Professor at Wharton studying AI's effects on work, entrepreneurship, and education. Named one of TIME Magazine's Most Influential People in AI. Author of the NYT bestseller 'Co-Intelligence.' Creator of the One Useful Thing newsletter with 50k+ subscribers. Advised the President's Intelligence Advisory Board on AI. Co-directs Wharton's Generative AI Labs.
Latent Space / Smol AI
Editor of Latent Space, the leading AI engineering newsletter and podcast. Popularized the term 'AI Engineer.' Previously led developer tooling at AWS, Two Sigma, and three devtool unicorns (Netlify, Temporal, Airbyte). Former currency options trader. Curates the AI Engineer Summit, the top conference for AI Engineers. Founded Smol AI for LLM data pipelines.
Stanford NLP / Databricks
Creator of DSPy, the framework for programming—not prompting—language models. PhD from Stanford NLP, advised by Matei Zaharia and Christopher Potts. Research Scientist at Databricks. DSPy has been adopted by both ML engineers and non-ML software engineers for building modular AI systems with automatic prompt optimization.
Aider AI
Creator of Aider, the leading open-source AI pair programming tool with 20,000+ GitHub stars. Previously CTO at Groupon and VP of Engineering at Geomagical Labs (acquired by IKEA in 2021) where he developed computer vision for AR applications. BS from Dalhousie, MS from University of Washington, PhD-level research at UC Berkeley.
Independent / 567 Labs
Creator of Instructor, the most popular Python library for structured data extraction from LLMs with 3M+ monthly downloads and 11k+ GitHub stars. Former Staff ML Engineer at Stitch Fix. Instructor was cited by OpenAI as inspiration for their structured output feature. Works as a freelancer solving business problems using structured LLM outputs.
OthersideAI / HyperWrite
Co-founder and CEO of OthersideAI (HyperWrite), building advanced AI autocomplete and writing tools. Creator of the open-source GPT-Prompt-Engineer tool. Angel investor through Shumer Capital backing AI infra, dev tools, and agent-native products. His viral 5,000-word essay on AI drew 75M+ views on X and was covered by Fortune, Inc., and major media.
Kozyr (formerly Google Chief Decision Scientist)
CEO of Kozyr and formerly Google's first Chief Decision Scientist. Pioneered the field of Decision Intelligence at Google. Now focuses on AI governance, leadership strategy, and organizational AI transformation. Known for making complex AI concepts accessible to business leaders.
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