Jaineil Mandavia
Software Engineer at sikka.ai- Claim this Profile
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Bio
Credentials
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Machine Learning
CourseraApr, 2019- Nov, 2024
Experience
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sikka.ai
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United States
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Software Development
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1 - 100 Employee
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Software Engineer
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Jun 2023 - Present
Infra• Write complex SQL queries on AWS Athena for dental practices facilitating data-driven insights and trends• Execute horizontal scaling for MariaDB by creating replica data servers, improving system availability, and managing growing data volume effectively• Create AWS SQS queue to buffer incoming bulk data requests and a Python consumer with a dynamic thread pool that consumes only when there are available threads to optimize fault tolerance, resource allocation and resource usage• Configure Prometheus monitoring with Grafana dashboards to enable alerting and improve visibility of resource utilization within the Kubernetes cluster Show less
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Software Engineer Intern
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Dec 2022 - May 2023
Infra• Design and implement end-to-end CI/CD pipeline for Data Science services using GitHub Actions, Docker, AWS ECR, and Kubernetes manifests for deployment, persistent volume claims and ingress controller• Implement and maintain AWS Lambda VPC endpoint in Python for pushing ETL pipeline error logs to AWS SQS and, display them on Logstash
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Coursera
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United States
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E-Learning Providers
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700 & Above Employee
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Software Engineer Intern
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May 2022 - Aug 2022
Backend Engineering, Enterprise Platform product • Implemented cache-aside with TTL in Java to manage periodic updates to the demo admin list for the enterprise platform • Designed an optimal and extensible code migration for all business use cases for user setting [tier 1] microservice from Scala to Java Spring Boot • Wrote and maintained scalable Java Spring Boot gRPC services to efficiently load and store user settings, impacting ~90 million registered users • Planned and implemented the JUnit test suite for all services • Built a double reads Scala framework to validate the correctness of migration by comparing production request-response on both Scala and Java Spring Boot endpoints • Deployed all production traffic to new Java Spring Boot services reducing tech debt by 5% Show less
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Myracle.io
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Germany
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Technology, Information and Internet
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1 - 100 Employee
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Software Engineer
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Jul 2020 - Jun 2021
Founding member (now Myracle.io) Backend Engineering • Built an automated AWS Lambda batch-processing job to fetch video data, dynamically spawning of AWS EC2 instances, and run containerized Computer Vision pipeline • Scaled the batch-processing job to dynamically handle a load of up to 7000 videos per day into the Computer Vision pipeline • Developed the entire suite of REST APIs in Clean Architecture for mobile backend using TypeScript in Node.js environment • Automated deployment of these REST APIs as serverless AWS Lambda functions using GitHub Actions to decrease server costs by 80% • Created robust Continuous Deployment workflows to streamline Docker builds using AWS ECR and AWS ECS to decrease context-switching during development by 30% • Led a team of 4 engineers and standardized Test-Driven Development (TDD) in PyTest to achieve 99% testing coverage Show less
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Education
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2021 - 2023
San Jose State University
Master of Science - MS, Computer Software Engineering -
2016 - 2020
University of Mumbai
Bachelor of Engineering, Computer Engineering
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