Krishna Kankipati

Built multi-agent AI workflows for legal contract review, clause suggestion, and precedent alignment, enabling cross-agent collaboration via a MCP knowledge base. Implemented Human-in-the-Loop governance to incorporate feedback into fine-tuning pipelines. Architected document ingestion, transformation, and indexing across jurisdictional corpora with 99.9% uptime by containerizing services on Azure with zero-downtime upgrades. Developed contract review & clause-generation agents, redlining copilots, and dashboards using LangGraph; enhanced RAG performance via evaluation and integrated observability platforms (Axiom, LangSmith, LangFuse). Deployed OCR extraction with vLLM for hundreds of documents and Markdown conversion. Built NLP pipelines for entity extraction, clause suggestion, and semantic search using HuggingFace Transformers, increasing document review efficiency. Implemented HIPAA-compliant dialogue flows and collaborated with security/compliance teams to ensure data access and

Architected predictive analytics pipelines in Snowflake (Snowpark & Ray) and automated forecasts for investment decisions. Applied prompt engineering and evaluation frameworks to deliver precise investment research outputs. Built a BERT-based recommendation engine within Snowflake for personalized company analysis, supporting high-ROI investment targeting while enforcing strict authentication and data protection standards. Deployed modular LLM applications on GCP using FastAPI, Cloud Run, Pub/Sub, and Cloud Functions with MLOps best practices—segregating training, inference, and feature pipelines to optimize latency and scalability. Developed secure, real-time Q&A bots that translated natural language to SQL via LangChain, enabling investors and partners to extract insights from Snowflake warehouses via Streamlit-based interfaces.

Developed a multilingual chatbot for the restaurant business using Dialogflow, resulting in increased orders, reduced customer service requests, and higher customer satisfaction. Integrated Vertex AI OCR, Translation, and TTS; deployed a TypeScript/Node.js web chatbot with Firebase authentication. Streamlined project management by coordinating weekly planning meetings, preparing progress updates, and delivering work plans, reducing project completion time by ~30% and boosting team productivity.