Rohith Bala

Software Engineer

Bengaluru, Karnataka, India4 yrs 9 mos experience

Highly Stable

Key Highlights

Expert in building scalable ML infrastructure.
Proficient in AWS and MLOps practices.
Reduced deployment time significantly with CI/CD.

Stackforce AI infers this person is a skilled MLOps Engineer with expertise in scalable infrastructure and cloud technologies.

Contact

balasairohith@gmail.com LinkedIn

Skills

Core Skills

MlopsAws

Other Skills

AerospikeAlgorithmsAmazon Web Services (AWS)Apache KafkaC (Programming Language)C++CI/CDCompetitive ProgrammingData PipelinesData StructuresDockerExtract, Transform, Load (ETL)Go (Programming Language)GrafanaHelm charts

About

MLOps Engineer at Zepto

Experience

Zepto

Software Engineer II

Jul 2024 – Present · 1 yr 8 mos · Bengaluru, Karnataka, India · On-site

Built & scaled ML infrastructure powering billions of daily inferences across fraud, search, ads, image embedding and ETA systems.
Engineered low-latency model serving with KServe & RayServe (P99 <10ms, error rate <0.001%).
Developed feature pipelines on Databricks (Spark) with Kafka & Aerospike for sub-5ms retrieval.
Onboarded 20+ ML models (real-time & async) including ranking, embedding, and image pipelines.
Built a generic deployment framework, reducing rollout time from days to minutes.
Built CI/CD pipelines & Helm charts, cutting deployment time by 60% and improving reliability.
Scaled inference on EKS with AWS Inferentia, optimizing cost and latency.
Drove cross-team ML adoption to strengthen platform reliability and resilience.