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@monishsr
Backend-focused software engineer specializing in scalable data pipelines and asynchronous systems.
I am a backend-focused software engineer with a strong foundation in building scalable data pipelines and visualization platforms. I have contributed to end-to-end systems that integrate ML pipelines, storage formats, and low-latency APIs.
At Akridata I designed architectures for anomaly segmentation features, implemented Celery-based distributed processing, and optimized statistical analysis APIs to handle million-point datasets. I built components to materialize ML features into Arrow and Parquet blobs and helped ship a data visualization platform using FastAPI and MongoDB.
I partner closely with ML and UI teams to define interfaces, reduce latency, and streamline pipeline integration, while mentoring junior engineers on backend best practices and asynchronous task patterns. My tooling and cloud experience includes Docker, Kubernetes, AWS, Azure, and MinIO.
I have been recognized with multiple company awards for system design, leadership, and cross-team collaboration and I seek to continue building reliable, high-performance backend systems that accelerate ML-driven products.
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Work history, roles, and key accomplishments
Akridata
Jun 2023 - Nov 2025 (2 years 5 months)
Designed backend architecture for anomaly segmentation (AnoSeg) and delivered curation APIs; developed Celery task architecture for video sequence visualization and autolabel pipelines, improving pipeline integration and low-latency visualization.
Akridata
Jun 2021 - Jun 2023 (2 years)
Designed asynchronous Celery tasks for distributed image feature processing, reducing runtime by 50%; optimized statistical analysis APIs and MongoDB aggregation pipelines to improve performance by 30% on million-point datasets.
Akridata
Jun 2019 - Jun 2021 (2 years)
Implemented Java-based image processing filters and built ML workflows to write image features into Arrow and Parquet blobs; contributed to building a data visualization platform (Copilot) using FastAPI and MongoDB.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Computer Science
2015 - 2019
Grade: CGPA: 8.56/10.0 (GPA: 3.424)
Bachelor of Engineering in Computer Science completed with a CGPA of 8.56/10.0 (GPA: 3.424) from Aug 2015 to May 2019.
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Message Monishsree vishal
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