Sukanya Bakshi — Consultant

AI for Finance | NLP & LLM Automation I specialize in AI-driven automation for financial data processing, with expertise in Generative AI, NLP, and Large Language Models (LLMs). My work involves designing intelligent AI solutions for BFSI, focusing on financial term sheet extraction, prompt engineering, and backend automation. In my current role, I work on a custom-built UI for term sheet processing, where I support prompt writing and backend development to optimize financial data extraction. I develop AI-powered solutions to extract structured information from complex financial documents efficiently. 🚀 Key Achievements: ✅ Reduced financial data extraction time by 57% – Refactored backend logic to reduce processing time from 7 min to 3 min, eliminating Azure service timeout failures. ✅ Enhanced AI-driven prompt engineering – Developed custom prompts & logic to extract field details with higher accuracy. ✅ Optimized LangChain-based LLM automation – Improved financial document understanding, reducing manual intervention. ✅ Ensured seamless UI integration – Resolved backend inefficiencies, enabling smooth AI-powered data extraction in production. Technical Expertise: 🔹 AI & Automation: Generative AI, NLP, Prompt Engineering, LLM-based Extraction 🔹 Tech Stack: Python | LangChain | OpenAI API | PyPDF2 | SQL | Azure AI Services 🔹 BFSI AI Use Cases: AI-driven financial document processing, automated risk assessment, enterprise AI solutions 📈 Exploring: I'm passionate about AI in BFSI, AI-driven automation, and LLM-powered financial applications. Open to opportunities in AI Consulting, AI Solutions Engineering, and Financial AI roles. 💡 Let’s connect and explore how AI can drive next-gen automation in finance! 🚀

Stackforce AI infers this person is a Fintech professional specializing in AI-driven automation and financial data processing.

Location: Bengaluru, Karnataka, India

Experience: 6 yrs 7 mos