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Hi everyone, I’m Babar 👋
I’m a Robotics & Intelligent Systems undergraduate from Pakistan, currently building my career around AI, machine learning, and automation.
I’m relatively new to freelancing in this space, so I’m using Contra to start building my professional portfolio and connect with businesses that need practical AI solutions.
My current focus is on:
• AI business automation
• Python-based automation systems
• RAG and document intelligence
• AI-powered internal tools
• Workflow and API integrations
• Practical AI solutions for business operations
Rather than just talking about AI, I’m building working projects and sharing them here so people can see what I can actually build.
I’ve just added my first project to my profile — an AI Property Maintenance Automation system.
I’ll continue sharing new projects and improving my skills as I build my career in AI automation.
If you're interested in AI automation or would like to see what I'm building, feel free to check out my profile.
#AI #ArtificialIntelligence #AIAutomation #MachineLearning #Python #RAG #WorkflowAutomation #AIDevelopment #Automation #Robotics #Freelancing #BuildInPublic
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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Solea came to us in September at seed stage with a clear idea: scheduling is the core business problem, and AI is the right tool to solve it. They needed a design partner and within 24 hours of our first call, we completed a design test to prove we could move at their pace.
After launch, pest control businesses using the platform started running more appointments per day with the same headcount and reported a 10x ROI on the switch.
Solea signed their first national customer within 6 months, raised a $10M Series A, and we are continuing with them into the next phase.
Building AI agents is easy. Building one you can trust with a real business workflow is harder.
I built a Freelance Admin Agent to explore that problem using Strands Agents SDK and Claude Sonnet 4.5 on Amazon Bedrock.
The working MVP takes manually provided client emails and turns them into a structured payment workflow:
→ Classifies invoice and payment emails
→ Extracts client, invoice, amount, currency, dates and contextual details using structured output
→ Stores and matches records in SQLite
→ Uses deterministic logic to identify full/short and on-time/late payments
→ Uses a second agent to draft a contextual follow-up only when needed
→ Keeps the final decision with the human through Approve / Edit / Reject
One of the most valuable parts wasn't adding another AI feature. It was finding a real reliability issue during testing: reprocessing the same email could duplicate records and inflate payment totals.
I reproduced it through repeat testing, traced the database behavior, and fixed it.
That reinforced something I'm increasingly applying to my AI engineering work:
A useful AI product isn't just an LLM call. It needs clear boundaries between AI reasoning, structured data, deterministic business logic, persistence, testing, and human control.
The next iteration will focus on stronger production safeguards, including source-grounded financial extraction, precise currency handling, stricter trust boundaries for untrusted input, and eventually live inbox integrations.
I'm interested in building more systems like this for startups and teams with repetitive workflows that can genuinely benefit from AI agents and automation.
Stack: Python · Strands Agents SDK · Amazon Bedrock · Claude Sonnet 4.5 · Pydantic · SQLite · Streamlit
turning client emails into admin tasks is such a real freelancer pain, nice build 🔥