Title: Sr Technical Lead-App Development
Area(s) of responsibility
GenAI Engineering Architect
Requirements:
• Must have : Autogen Framework, CrewAI, WrenAi, SQL Agents, AG-Grid Flask / Django / Fast API development expertise with least 2-3 project delivered as a lead developer / implementation architect.
• Must have : Core Python – Iterators, Generators , OOP concepts, Python Shell (REPL) and Object Relational Mapper, Data structure and Exception handling etc.
• Must have : AI Search,Vector Database creation for relational databses and unstructured data
• Must have : Azure app services expertise in terms of building and deploying AI apps using cloud services.
• Must have : Deep expertise in Azure SQL, Azure Data Factory , Linked Services and Azure Synapse etc.
•9-10 years of overall technology experience in core application development + AI project architectural leadership of at least 3 years
• 5+ year’s experience leading development of AI application using Python backend frameworks and multiple inferencing pipelines
• Rapid PoC/Prototyping skills and expertise in building and demonstrating application blueprints without need a developer’s assistance.
• Deep, hands-on and architectural proficiency in Python,Ag-Grid and ReactJS
• Hands-on expertise of SharePoint indexes and data/file structures (Azure SQL)
• Good knowledge of Azure Form Recognizer for OCR of complex images, forms and other data
• Handson with implementing TaskWeaver, Autogen, Agentic Flows, Retrieval Augmented Generation (RAG) and RLHF (Reinforcement Learning from Human Feedback)
• Designing and implementing vector databases on Azure cloud using Ai Search and Cosmos DB vCore
• Sound project implementation level knowledge of Pinecone,FAISS,Weaviate or ChromaDB
• Deep expertise in Prompt Engineering using DsPy tools etc.
• Knowledge of NLP techniques like transformer networks, embeddings, intent recognition etc.
• Hands-on skills on Embedding and finetuning Azure OpenAI using MLOPS/LLMOPS pipelines.
• Strong communication, architectural sketching, and collaboration skills