Sreya Karmakar

Software Engineer

Bengaluru, Karnataka, India1 yr 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Developed zero-touch automation framework reducing testing time by 95%.
Expert in scalable backend systems for IoT AI SaaS applications.
Strong command of microservices architecture and ML integration.

Stackforce AI infers this person is a Backend-focused Software Engineer in the SaaS and AI industry.

Contact

sksreya12@gmail.com LinkedIn

Skills

Core Skills

MicroservicesBackend Web DevelopmentMachine Learning

Other Skills

AJAXAWSAgile MethodologiesAlgorithm DesignAlgorithm DevelopmentAmazon Web Services (AWS)Artificial Intelligence (AI)AutomationBootstrapBusiness-to-Business (B2B)C++Cascading Style Sheets (CSS)Code GenerationCoding StandardsComputer Vision

About

Software Developer with 2 years of experience building scalable, high-performant backend systems, primarily for IoT AI SaaS applications using Python (Django, DRF, FastAPI), REST API, and Golang.  Proficient in designing microservices architecture, deploying via Docker and Kubernetes, and integrating ML workflows into real-time systems. Have a strong command of Node.js, GraphQL, WebSocket, gRPC/WebRTC, Linux, Git, C++, JAVA, Machine Learning/Deep Learning, AWS, CI/CD, as well as front-end technologies like HTML, CSS, JavaScript/TypeScript, and React. Strong expertise in relational databases (MySQL, PostgreSQL) and NoSQL databases (MongoDB).  Experienced in building cutting-edge zero-touch automation frameworks from scratch for ML pipelines and Edge AI applications, significantly reducing manual testing and deployment cycles.  Implementing cutting-edge automation frameworks for Edge AI SaaS Applications, substantially decreasing manual testing duration. Proficient in leading cross-functional teams to develop innovative solutions, specializing in working in an Agile environment.

Experience

1 yr 11 mos

Total Experience

1 yr 11 mos

Average Tenure

Current Experience

Qualcomm

Software Engineer

Dec 2021 – Nov 2023 · 1 yr 11 mos · Hyderabad, Telangana, India · Hybrid

Created and maintained media-related microservices for our SaaS platform. Added capabilities for the distributed environment in Golang with Prometheus, Grafana for metrics collection and Monitoring.
 Collaborated on the creation of a zero-touch automation framework of the Edge AI Application (IoT) from scratch, resulting in a 95% reduction in manual testing time with top-tier automation code that comprehensively covers all test cases in Python.
 Constructed frontend for SaaS using React.js with both components and state management
 functionalities.
 Collaborated with cross-functional teams to implement key features, accelerating the development lifecycle by 20%.
 Engineered proprietary plugins to incorporate ML pipelines within the framework, ensuring seamless integration across diverse microservices, resulting in 85% coverage of ML use cases.
 Utilized Python, Django/DRF, FastAPI, C++, Golang, OOAD, REST API, Docker, MQTT, Redis, PostgreSQL, IOT application development, GitHub, PyCharm, CI/CD, GitHub, Linux, microservices, SQLite, TFLite, JavaScript, React.js, SNPE, AWS, etc.

PythonDjangoGolangMicroservicesDockerKubernetes+5