BIGFORMULA
Website:
bigformula.com
Job details:
- 7 Oct, 2026
- 5+
- Kochi
- Full time Job
We are seeking a highly accomplished AI Lead with 5+ years of industry experience to lead the design, development, and deployment of next-generation AI solutions for complex, real-world problems.
The ideal candidate will be a hands-on technical lead with strong expertise in Machine Learning, Generative AI, Agentic AI, backend engineering, and cloud architecture, with proven experience taking AI solutions from concept to production.
Key Responsibilities
- Lead the end-to-end architecture and delivery of AI solutions, from problem definition and POCs to production deployment.
- Design scalable AI architectures integrating Client → Azure APIM → FastAPI/Backend → AI Agents → LLM/ML Models → RAG/Databases → Enterprise Systems.
- Design and implement production-grade Agentic AI systems, including agent orchestration, tool calling, RAG, memory, workflows, multi-agent systems, and human-in-the-loop.
- Develop scalable backend services using Python, FastAPI, REST APIs, and microservices.
- Design, configure, and manage Azure API Management (APIM), including authentication/authorization, JWT/Entra ID, API policies, rate limiting, throttling, routing, monitoring, and versioning.
- Analyze existing AI applications, identify architecture, performance, scalability, security, and integration issues, and drive technical improvements.
- Lead deployment and productionization using Docker, Kubernetes/AKS, CI/CD, Azure cloud services, and GPU infrastructure. Own production operations including monitoring, logging, tracing, alerting, performance optimization, troubleshooting, and incident resolution.
- Lead architecture and code reviews, technical POCs, engineering standards, and mentor AI/ML and backend engineers. Evaluate emerging AI technologies and contribute to the organization’s AI strategy and technical roadmap.
Qualifications & Experience
- Bachelor’s degree in Computer Science, Engineering, Mathematics, or a related field; Master’s preferred.
- 5+ years of hands-on experience delivering AI/ML solutions, with strong knowledge of ML, Deep Learning, NLP, Generative AI, and Agentic AI.
- Proven experience delivering end-to-end AI projects from concept to production.
- Strong hands-on experience with Python, FastAPI, REST APIs, microservices, and backend architecture.
- Strong experience with Azure API Management (APIM) and enterprise API architecture.
- Strong experience with LLMs, RAG, Transformers, prompt engineering, fine-tuning, embeddings, and vector databases.
- Hands-on experience designing Agentic AI architectures, including tool calling, orchestration, memory, workflows, and multi-agent systems.
- Hands-on experience with Docker, Kubernetes/AKS, CI/CD, Azure cloud, and production AI deployments.
- Experience with MLOps, monitoring, observability, scalability, and production troubleshooting.
- Strong technical leadership, communication, problem-solving, and mentoring skills.
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BIGFORMULA Solutions
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