POC Technical Lead, Applied AI

About The Role

WRL is looking for a hands-on POC Technical Lead, Applied AI to turn validated research hypotheses and enterprise business problems into working, measurable, and transfer-ready AI prototypes.

You will work at the intersection of applied AI research, solution architecture, and rapid prototyping. Partnering with researchers, domain specialists, business stakeholders, and engineering teams, you will design prototype architectures, build end-to-end proofs of concept, evaluate technical alternatives, and determine whether a solution is ready to move into development.

This is not a coordination-only or presentation-focused role. You will write and review code, integrate AI models with enterprise data and systems, build evaluation frameworks, and lead the technical execution of PoCs.

Once a PoC is validated, you will prepare the architecture, code, evaluation evidence, technical documentation, and implementation recommendations required for Winfo’s Development and Deployment teams to productize and scale the solution.

What You’ll Do





• Translate research hypotheses and business requirements into focused, time-bound POC plans.
• Define the minimum prototype needed to test technical feasibility and potential business value.
• Design end-to-end architectures for applied AI, generative AI, and agentic solutions.
• Build working PoCs using LLMs, RAG, agents, machine learning, multimodal AI, knowledge graphs, APIs, and enterprise integrations.
• Compare models, frameworks, prompting strategies, retrieval methods, and architecture alternatives using measurable evidence.
• Build evaluation harnesses covering quality, groundedness, robustness, latency, cost, safety, and operational complexity.
• Integrate prototypes with representative enterprise data, applications, APIs, and workflows.
• Ensure that code, configurations, prompts, datasets, experiments, and evaluation results are documented and reproducible.
• Identify reusable co

📌 POC Technical Lead (Asifnagar)
🏢 Winfo Solutions
📍 Asifnagar