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Production-ready AI agents that draft, review and route documents in regulated environments. Built on Claude and GPT with domain-specific guardrails.
I build AI agents for operations where getting it wrong has real consequences — legal, financial, or regulatory. These aren't chatbots. They're production systems that execute multi-step workflows with the kind of guardrails that compliance-heavy teams actually need.
What "agent" means in my work
A focused, task-specific system that:
Takes structured or semi-structured input
Runs through a controlled multi-step reasoning process
Executes actions (write, retrieve, validate, route)
Includes escalation paths for edge cases
Produces auditable output with traceable reasoning
Typical engagements
Contract and document review agents: extract obligations, flag risks, compare against playbooks
Procurement and RFP drafting agents (my specialty — see DocLicit case study)
Internal policy Q&A agents with strict grounding in source documents
Intake and triage agents for operations teams drowning in unstructured requests
How I work
Typical engagement is a 2-4 week sprint. Week 1: deep workflow mapping, define success criteria, identify the critical failure modes. Weeks 2-3: build, test with real documents, iterate. Week 4: deploy, hand off, and document for the team. Most clients see the first meaningful output within 10 days.
Background: I built and shipped an LLM system for public procurement that reduced document creation time from 3 days to 30 minutes. That's not a thought experiment — it's running with paying municipal clients today.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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🤖 LLM Agents are changing how software gets built.
It’s no longer just about generating text — modern AI agents can plan, remember, use tools, and take action to solve real problems.
From research assistants to automation workflows, DevOps copilots to customer support — this is where AI becomes truly practical. 🚀
As an AI Engineer, I build intelligent systems using LLM Agents, RAG, Python, and Full-Stack development to turn ideas into scalable products.
What would you build with an AI agent? 👇
#AI #LLMAgents #ArtificialIntelligence #GenerativeAI #RAG #PythonDeveloper #AIEngineer #MachineLearning #Automation #AIAutomation #FullStackDeveloper #OpenAI #LangChain #AIProducts #TechInnovation #Contra
Tools don't build the future. Builders do 🔥
This is how i used ElevenLabs Flow to introduce/market my luxury handbag brand, Aureveil The Golden Awakening.
i designed this template and used it to launch my Luxury handbag brand, Aureveil.
watch the video👇 to know how i designed it
👉this is my template page https://elevenlabs.io/app/templates/bT9s1kJB9UBHwqcxYmPn
this template i designed can be used by Luxury marketers to market their brands/products.
it's super easy, just input your personal references and images,.. and boom, you're good to go.
and i believe my template will save creators and marketers money and time, where they can immediately design a high quality premium flow.
this is my submission entry to the #elevencreative template challenge
ElevenLabs Template: link to my elevencreative template
X Tweet: link to my elevencreative tweet on X
Linkedln Post: link to my elevencreative Linkedin post
Instagram Post: link to my elevencreative instagram post
This looks smooth. Did you pay for ElevenLabs Flow to create this good work? 🙌
The Next Billionaire Won't Write Code. They'll Write Prompts and Build Workflows.
→ Let that sink in.
10 years ago, if you couldn't code — you couldn't build.
You needed a developer. A budget. A team.
Today? A 19-year-old with Bubble + Make is shipping what used to cost $200K and 6 months. 🚀
The game didn't get easier.
The leverage just moved. 🔁
→ It's no longer about who can build
→ It's about who can think in systems
The world doesn't reward syntax anymore. It rewards vision. 👁️
The tools are free. The thinking is still rare.
That gap? That's where the next wave of wealth gets built.
Not in IDEs. In workflow canvases. Prompt editors. Automation dashboards. ⚡
The door is open.
The only question is whether you're walking through it. 🚪
#NoCode #AIAutomation #Webflow #Bubble #Make #Zapier #WorkflowAutomation #FutureOfWork #SystemsThinking #BuildInPublic #Entrepreneurship #Contra #NoCodeMovement #SoloFounder #TechTrends
The new code is clarity of thought🔥
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