Case studies
Work that's still running in production
We measure projects by what they changed for the business — hours saved, revenue opened, queues eliminated. Here's the evidence.
Professional ServicesAI & LLM Engineering
GenAI Tooling for Enterprise Analytics
Professional Services (Big 4)
LangChain + FastAPI GenAI services that turned slow manual analysis into self-serve internal tooling.
- Reporting time reduced by ~60% on covered workflows
- Self-serve analytics replaced data-team request queues
LangChainOpenAIFastAPI
Full storyCybersecurityPython Automation
ML Data Pipeline Automation
US Cybersecurity Enterprise
Automated validation and correction pipelines that halved manual effort on ML training-data workflows.
- Manual validation effort reduced by 50%
- Dataset processing efficiency improved by 30% with Pandas pipelines
PythonPandasSelenium
Full storyRetailWeb Applications
E-Commerce Platform for a Bookstore
Daffodil Books
A complete online bookstore — catalogue, inventory, and orders — replacing manual phone-and-notebook sales.
- Inventory hours cut from daily manual counts to minutes
- Online orders opened a new revenue channel from day one
PHPMySQLJavaScript
Full storyFMCG / AutomotiveAI Training Data
Vision Training Data at Fortune 500 Scale
Global FMCG & Automotive programs
Led a 50-person annotation operation with Python-automated QA for object detection and OCR programs.
- 50-person team delivering under enterprise quality SLAs
- Python QA automation significantly reduced manual review
Label StudioSuperviselyPython
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