§ 00 / IndexVol. 2026▌An Operator's Field Manual
Jawad Amir.
The dossier · current
Senior software engineer six years deep in production AI and cloud platforms — fintech, healthcare, and now an agentic analytics product. Currently AI Engineer at Anlytic, shipping a multi-agent platform on Anthropic Claude that turned plain-English questions into live dashboards and cut LLM spend 60–70% in the process.
Previously at IQVIA (Fortune 500 healthcare), part-time AI engineer at Autonomix on the Donna AI platform, and five years at Selise shipping fintech and on-chain systems out of Zurich. Open to select advisory and contract work.
§ 02 / Work · 4 positions
Where the years went.
- § 01Feb 2026 — Present
Anlytic
AI Engineer
Shipping a production multi-agent AI analytics platform that turns plain-English questions into live dashboards — built on the Vercel AI SDK and Anthropic Claude.
Full-time · Agentic analytics
Open file - § 02Sep 2024 — Apr 2026
IQVIA
Senior Software Engineer
Led enterprise microservices and AI-powered clinical decision support across IQVIA's global platform, supporting millions of patient records.
Fortune 500 · Healthcare
Open file - § 032024 — 2025
Autonomix
AI Software Engineer (Part-Time)
Co-built Donna AI — a multimodal personal AI assistant on Claude Agent SDK, ElevenLabs voice, and HeyGen avatars, with proactive alerts across Slack, WhatsApp, and email.
Part-time · Donna AI
Open file - § 042019 — 2024
Selise
Software Engineer
Five years across European fintech and on-chain systems — the run that taught me what 'production' actually means.
Fintech · Blockchain
Open file
¶ marginalia
“An agent is a production system first, a model second. The interesting work is everything that happens between ‘retrieved’ and ‘answered.’”
— Field notebook · entry “rag/03”
§ 01 / Writing · Latest dispatches
Notes from the build log.
- № 018 min read
The AI World Just Had Its Wildest Month — Here's Everything You Missed
From trillion-dollar mergers and AI models that outperform engineers, to Disney characters in AI generators and deepfake scandals — a complete roundup of the biggest AI news from the last few weeks.
AIMachine LearningIndustry NewsClaudeRead dispatch - № 029 min read
Claude Agent Skills: What They Are, Why They Matter, and How to Build Your Own
A deep dive into Anthropic's Agent Skills — the open standard that turns general-purpose AI agents into specialized experts. Learn the architecture, the spec, and how to create your own skills.
AIClaudeAnthropicAgent SkillsRead dispatch - № 037 min read
Mastering Clawdbot: 5 Power Tips to Supercharge Your AI Assistant
Transform your Clawdbot from a simple chatbot into a proactive AI employee. Learn advanced memory optimization, multi-model workflows, and automation techniques.
AIClawdbotOpenClawProductivityRead dispatch - № 046 min read
Building a Graphiti Knowledge Base with Python
Learn how to build a graph-based RAG system using Graphiti and Python for smarter retrieval and richer context in your AI applications.
PythonRAGKnowledge GraphGraphitiRead dispatch