Akhilesh S
@akhileshs
Cloud-focused ML engineer skilled in AWS, Terraform, and building production-ready APIs.
What I'm looking for
I am a cloud-focused machine learning engineer with hands-on experience designing and migrating production infrastructure on AWS using Terraform. I build backend APIs in Python and deploy ML models as robust services that drive measurable product improvements.
At Gencoft Technologies I led the migration of production environments to Terraform-managed infrastructure, improved deployment reliability, and resolved production incidents through structured troubleshooting and clear documentation. I also developed and tested backend APIs for customer-facing applications and executed end-to-end functional and regression testing.
My academic work includes authoring five international research papers and publishing a conference paper on automated assessment using MathBERT and RoBERTa, where I integrated Flask deployments and a React front end to improve student engagement. In team projects I built LSTM forecasting pipelines with strong accuracy and optimized training workflows to reduce compute time.
I bring a blend of cloud engineering, MLOps, and full-stack development skills, paired with a collaborative approach to incident response, technical documentation, and customer communication. I seek roles where I can scale reliable ML services and infrastructure while continuing applied research and product-driven engineering.
Experience
Work history, roles, and key accomplishments
Cloud Engineer
Gencoft Technologies
Jul 2025 - Present (1 year 1 month)
Led migration of production AWS infrastructure using Terraform to enable reproducible environments and improve deployment reliability; developed Python backend APIs for Quizwizard.net and executed functional/regression testing for Bracketoro, resolving production incidents through root cause analysis and customer-facing documentation.
Education
Degrees, certifications, and relevant coursework
Amrita School of Engineering Bangalore
Bachelor of Technology, Computer Science and Engineering
Activities and societies: Authored five international research papers; Ex-member of Team bi0s (CTFtime India Rank No.1); participated in rural innovation project in Sihipur and received Platinum Award at World Youth Meeting Osaka 2024.
Pursuing B.Tech in Computer Science and Engineering with research publications and a Rs 1 Lakh merit scholarship; relevant coursework includes Data Structures & Algorithms, Networks, Cryptography, Machine Learning, and Software Engineering.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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