pro
Fariha Muazzam
I build production-ready AI systems that actually ship
New to Contra
Fariha is ready for their next project!
Accuracy vs. Deployment
Accuracy in a notebook is a vanity metric. Accuracy in production is a business asset.
In my work with biotech microscopy, I did not just train models; I optimized a system that delivered a 13% accuracy boost in a live production environment.
Most vision...
Talk to your Knowledge base. Extract insights.
Your data is talking. Are you actually listening?
Most businesses are sitting on a goldmine of internal knowledge: contracts, SOPs, and technical logs, that is trapped in "static" files.
I developed a production-grade pipeline that...
Stop Managing Data. Start Scaling Your Focus.
I can build Autonomous Workflows that act as a silent team member.
I recently built an Agentic Lead Engine that:
Tracks: Monitors incoming data streams (Emails).
Analyzes: Uses LLM agents to extract intent and prioritize based on custom...
When someone asks, “Tell me about yourself,”
sometimes a picture explains it better than a long introduction.
Anyone looking for a fractional AI lead/contractor to jumpstart a complex idea or handhold through maintenance. Please reach out.
Check it out :
Stop editing. Start orchestrating.
If you are an ad creator, you know the bottleneck is not the idea, it is the execution. I have built a customized, script-to-video pipeline that turns a simple JSON file into a production-ready clip.
Workflow:
Structured Scripts:...
