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daniel arison

@danielarison

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AI/LLM engineer building production agents and RAG systems, plus the automation to run them.

Madagascar

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What I'm looking for

I’m looking for a remote, independent role where I can own end-to-end delivery of production AI agents (RAG, tool-calling, MCP) and run operations—translating AI into business KPIs while collaborating with non-technical stakeholders.

I build and ship AI agents, RAG systems, and LLM-powered tools—and I run the production operations they serve. I focus on turning foundation models into production-grade workflows: prompt-engineered pipelines, tool-calling integrations, MCP server development, and self-evaluating closed loops.

I’ve contributed to 12+ open-source AI/MCP tools, with contributions reviewed and merged into zeroclaw (32k+ stars) and multica (42k+ stars). I also built a Python + LLM reporting pipeline that’s now used as a company default, replacing a manual process that previously took a dedicated team ~4 weeks every year.

In practice, I own delivery end-to-end: I run end-to-end operations for a 16+ property short-term-rental portfolio and hold sole responsibility for incident resolution, coordinating owners, technicians, and insurers to restore normal operations quickly. I’m remote-ready, comfortable translating AI capability into business KPIs for non-technical stakeholders, and I enjoy staying at the edge through continuous learning.

Experience

Work history, roles, and key accomplishments

Current

Incident Manager

Current

My TeamR SARL

Dec 2025 - Present (8 months)

Built and shipped a solo Python + LLM reporting pipeline (ingestion → classiﬁcation → extraction → calculation → PDF/HTML) that replaced a manual ~4 weeks/year process for client performance reports. Ran end-to-end operations for a 16+ property short-term-rental portfolio and led incident resolution with technicians and insurers.

Python LLM Automation Incident Management Pipeline Reporting Classification Data Extraction Data Processing PDF HTML Reporting

Current

Translator & Real-Time Transcriber

Current

Freelance

Jan 2023 - Present (3 years 7 months)

Delivered translation and live real-time transcription at events and conferences under time pressure in English and French. Maintained high-accuracy live communication in unforgiving conditions.

Translation (English ↔ French)Real Time Transcription Bilingual Communication

Project Lead (Chef de Projet)

Biogaz Angovo

Mar 2024 - Aug 2025 (1 year 5 months)

Led end-to-end delivery of a GEF-funded rural biogas project as project lead, directing a team of five across two rural communes near Antananarivo. Used data analysis and predictive/behavioral modelling to guide site selection, authored official impact/capitalization reports, and delivered outcomes including 500 tonnes/year of organic waste treated and 35 green jobs created.

Project Management Team Leadership Data Analysis predictive modeling Behavioral Modeling Excel Monitoring and Evaluation