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Othmane Z. - Data Science, Analytics, Modeling

My name is Othmane Z. and I have over 6 years years of experience in the tech industry. I specialize in the following technologies: Algorithm Development, Machine Learning, Data Science, Quantitative Analysis, AI Consulting, etc.. I hold a degree in Bachelor's degree, Master's degree. Some of the notable projects I’ve worked on include: Tinyllm - Python framework for AI agents in production, AI Agents for financial markets, Crypto trading strategy, Salesforce: 90% time savings with AI, Private lending technology infrastructure, etc.. I am based in Montreal, Canada. I've successfully completed 8 projects while developing at Softaims.

I'm committed to continuous learning, always striving to stay current with the latest industry trends and technical methodologies. My work is driven by a genuine passion for solving complex, real-world challenges through creative and highly effective solutions. Through close collaboration with cross-functional teams, I've consistently helped businesses optimize critical processes, significantly improve user experiences, and build robust, scalable systems designed to last.

My professional philosophy is truly holistic: the goal isn't just to execute a task, but to deeply understand the project's broader business context. I place a high priority on user-centered design, maintaining rigorous quality standards, and directly achieving business goals—ensuring the solutions I build are technically sound and perfectly aligned with the client's vision. This rigorous approach is a hallmark of the development standards at Softaims.

Ultimately, my focus is on delivering measurable impact. I aim to contribute to impactful projects that directly help organizations grow and thrive in today’s highly competitive landscape. I look forward to continuing to drive success for clients as a key professional at Softaims.

Main technologies

  • Data Science

    6 years

  • Algorithm Development

    2 Years

  • Machine Learning

    4 Years

  • Data Science

    4 Years

Additional skills

  • Algorithm Development
  • Machine Learning
  • Data Science
  • Quantitative Analysis
  • AI Consulting
  • Full-Stack Development
  • AI Chatbot
  • AI Agent Development
  • Python
  • Database
  • API Development
  • Portfolio Management
  • Trading Automation
  • Automation
  • Automated Workflow
  • Mathematical Optimization
  • Predictive Analytics
  • Analytics
  • Modeling

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Experience Highlights

Tinyllm - Python framework for AI agents in production

I am the developer of tinyllm, a lightweight framework for developing, debugging and monitoring LLM and Agent powered applications at scale. The main goal of the library is to keep code as simple and readable as possible while allowing user to create complex agents or LLM workflows in production.

AI Agents for financial markets

I am the founder of Rumorz, a platform for AI agents in financial markets. The application offers AI data infrastructure and tools to build custom agents for task automation and reporting for Traders, Investors and Financial Institutions. Website: https://rumorz.io Python SDK: https://github.com/rumorz-ai/rumorz

Crypto trading strategy

Client project: - Systematic trading strategy on Uniswap - Event-based framework in Python and C - Tick-level data - Same code for backtesting and production Outcome: - 99% accuracy in Backtest vs Live

Salesforce: 90% time savings with AI

This project is a demo for a tool to leverage AI to automatically - Read PDF documents - Parse specific fields - Map and input fields into a CRM (Salesforce) This automates 90% of the time spent reading and inputing docs into the CRM. This project leverages Python and tinyllm to document and AI processing. https://vimeo.com/918487779/026d6702ca

Private lending technology infrastructure

I have built the complete technology infrastructure for Lendmarq, a private real estate loan provider based in Miami, US. This included: - Managing 4 developers full-time - Building and maintaining a Salesforce CRM with API integrations - Website development and integration with CRM - Managing 60 internal users: training, documentation, daily communication - Bespoke Python automation scripts for daily tasks Website: https://lendmarq.com

Education

  • University of Michigan

    Bachelor's degree in Financial markets and Statistics

    2011-01-01-2015-01-01

  • McGill University

    Master's degree in Mathematics and Data Science

    2018-01-01-2019-01-01

Languages

  • English
  • French

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