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GenAI Engineering Architect
4 months ago
GenAI Engineering Architect (with Autogen)
Employment Type - Fultime Or C2H
Location - - Santa Clara, CA
Job Description:
- Must have : Autogen Framework, 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
- 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
Tekshapers is an equal opportunity employer and will consider all applications without regard to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information, or any characteristic protected by law.
