TL;DR: Project based initially; advanced llm systems with dozens of prompts in the Australian financial planning industry.
👨💻 About Us
My biz partner and I run a niche AI agency focused on Australian financial planning firms. I’ve been handling the development side alone, but now we need some more capacity and are looking for one or more developer to take on projects and potentially join the team.
Our core system is a high-value document generation system that creates compliant, in-depth meeting reports (known as file notes) from multiple inputs (transcripts, documents, crm). These are essential for financial advisors—both legally required and time-intensive to produce. This is built custom for each client, and we build additional workflows around it. More details below.
⚠️ Core Requirements
- Python experience with good OOP understanding (must)
- HTTP experience
- Good prompting skills and understanding of core and advanced techniques (techs can be taught quickly)
- High standards for the quality of your work (must)
If you’re hungry and learn fast, don’t hesistate to reach out even if you feel you might not be fully qualified. High agency means a lot to me.
➕ Bonus Skills
- API development experience with FastAPI
- Database experience with PostgreSQL (specifically Supabase!)
- Automation tool experience (Make, n8n)
- Full-stack experience with React, TS
💸 Compensation
- Initial work is project-based, open to discussion regarding payment structure (fixed, rev share, etc). Potential for transition to part-time or full-time position.
- Video testimonial on first successful project completion.
We have a bunch of clients lined up and a good network we’re ready to engage once our dev capacity increases—so consistent project flow is expected.
🎓 Learnings
Over the time we’ve spent building we’ve picked up a many of learnings on prompting, evals, pipeline building, etc that we will share and build upon together.
⚙️ Core Solution
Our core file note/document generation system:
- Extracts data from multiple sources (annotated financial documents, meeting transcripts, meeting notes, investment account reports)
- Processes the data in high detail through a system of dozens of prompts
- Generates in-depth reports/file notes with precision and consistency. Beats all other solutions currently on the market, as we build it custom to each client’s processes and our llm pipeline is very granular.
❗Reaching out
If you want to work on advanced LLM projects with high impact, we’d love to hear from you.
Please Dm me with your portfolio/github/testimonials/short summary of your technical background and experience building with LLMs.