Amit kumar singh
Lead Software Engineer with over 10 years of experience in product development and artificial intelligence across analytics, telecom, and after-sales domains. Adept at evaluating business needs and implementing comprehensive strategies to deliver products that enhance revenue and drive growth.
- Role
ML Ops Engineer Software Engineer
- Years of Experience
13 years
Skillsets
- event-driven microservices
- System Design
- Redis
- Prometheus
- MLOps
- LangChain
- Kubernetes
- gRPC
- Grafana
- Generative AI
- GCP
- AWS - 9 Years
- Docker
- Distributed Systems
- Cqrs
- CI/CD
- Kafka
- Spring Boot
- Python
- Java
- Java - 11 Years
Professional Summary
13Years
- Apr, 2025 - Present 11 months
Lead Software Engineer (Architecture & Strategy)
Visa - Apr, 2021 - Mar, 20253 yr 11 months
Lead Data & ML Ops Engineer
FICO - Dec, 2019 - Apr, 20211 yr 4 months
Senior R&D Engineer (Scale & Infrastructure)
Syncron - Feb, 2017 - Dec, 20192 yr 10 months
Software Engineer II
Accenture Solutions
Applications & Tools Known
gRPC
REST APIs
Work History
13Years
Lead Software Engineer (Architecture & Strategy)
VisaApr, 2025 - Present 11 months
Orchestrating technical strategy for the IAM domain, serving millions of users with high-availability. Acting as the bridge between Product and Engineering to translate roadmaps into executable sprints. Driving the "How" of delivery by migrating monolithic legacy flows to event-driven Kafka architectures. Mentoring senior engineers and enforcing code quality standards to ensure predictable velocity.
Lead Data & ML Ops Engineer
FICOApr, 2021 - Mar, 20253 yr 11 months
Owned the delivery timeline for cloud-native MLOps initiatives, transitioning to structured agile workflows. Architected scalable Python microservices on AWS/GCP to serve real-time credit scoring models. Implemented CI/CD pipelines that reduced deployment times by 30% and minimized production incidents. Collaborated with data scientists to productize LLM/ML models, ensuring scalability and security.
Senior R&D Engineer (Scale & Infrastructure)
SyncronDec, 2019 - Apr, 20211 yr 4 months
Designed system architecture for ML inference at scale using Kubernetes and Docker. Solved complex distributed system constraints via gRPC, achieving a 35% latency reduction. Built comprehensive observability pipelines using Prometheus and Grafana.
Software Engineer II
Accenture SolutionsFeb, 2017 - Dec, 20192 yr 10 months
Migrated legacy systems to Spring Boot microservices, improving modularity. Built Redis-backed caching layers to improve data retrieval speeds.
Major Projects
1Projects
InstructifyAI
Custom GenAI data labeling and LLM training platform to democratize AI adoption. Engineered a Retrieval-Augmented Generation (RAG) pipeline using LangChain and vector databases to solve complex context retrieval challenges. Designed for high-accuracy personalization and humanizing AI interactions.
Education
Bachelor of Technology in Computer Science
Biju Patnaik University