Akshay Nambiar
Generative AI Engineer
Noida, Uttar Pradesh, India
Summary
🤩
Rockstar🎓
Top SchoolAkshay Nambiar is a Research Team Lead with 11 years of experience applying advanced ML, NLP, and systems engineering to deliver production-grade AI solutions. He has hands-on expertise fine-tuning LLMs, prompt engineering, and deploying models on edge and cloud—evidenced by mobile GPU Whisper implementations and instruct fine-tuning of Falcon-40B/7B for domain-specific agents. Akshay pairs research rigor with pragmatic engineering, shipping end-to-end products like a high-throughput subrogation analyzer that scaled claim processing dramatically and an AI interview grader integrating Whisper and GPT-4. He also contributes to prominent open-source infrastructure work on the Istio service mesh, focusing on deployment templates, traffic management, and security for Kubernetes. Based in Noida, India, he blends a civil engineering background from IIT Gandhinagar with deep ML systems experience, often bridging low-level optimization (TVM/MLC) and large-model orchestration.
11 years of coding experience
3 years of employment as a software developer
Bachelor of Technology, Civil Engineering, Bachelor of Technology, Civil Engineering at Indian Institute of Technology Gandhinagar
Github Skills (14)
service-mesh10
kubernetes10
microservices-application10
go10
microservices10
template-tags10
template-engine10
kubernetes-pods10
devops9
convoy9
envoyproxy9
testing9
env9
api-management8
Programming languages (4)
Github contributions (5)
istio/istio
Jul 2022 - Dec 2022
Connect, secure, control, and observe services.
Role in this project:
Back-end Developer & DevOps Engineer
Back-end Developer & DevOps EngineerContributions:18 reviews, 8 commits, 21 PRs in 5 months
Contributions summary:Akshay's contributions primarily involve modifying and enhancing the Istio service mesh. They focused on template management for deployments, including incorporating flags and loading templates outside of init functions. The user also implemented features related to traffic management, such as adding flags for container names and retrying traffic mirroring verifications. Furthermore, they worked on security aspects, including mounting Kubernetes CA root certificates and adapting tests to support multiple Istio versions.
circuit-breakerenforce-policiesistioapi-managementmicroservice
akshayjnambiar/akshayjnambiar.github.io
Sep 2016 - Jul 2020
Contributions:21 pushes, 1 branch in 3 years 11 months
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