Software Engineer
CereLabs · Oct 2025 – Present
- ValuPro - Al-Powered Business Valuation Platform: Contributed to an end-to-end valuation platform supporting financial document processing, multiple valuation methodologies, assumption management, calculation traceability, reporting, and approval workflows.
- LLM Financial Data Extraction: Developed OpenAl and Azure OpenAl extraction pipelines for PDF, Word, and scanned documents using PyMuPDF, vision-based fallback, prompt optimization, and output validation.
- Queryfic 2.0 – RAG Chatbot: Built a full-stack chatbot using React, Ant Design, Python, FastAPI, and Qdrant for contextual conversations and multi-document querying.
- LLM Document Generation: Built a section-based workflow that assembles LLM-generated content into downloadable documents, with WebSocket streaming.
- Authentication & Deployment: Implemented Microsoft Active Directory and Google Login; provisioned Azure VMs and managed Docker-based releases to UAT and production.
- Production Support: Resolved production issues, improved performance, and maintained modular, reusable code.


