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@paramteraiya
Software engineer with 4 yrs in observability, AI tools, ML systems & scalable APIs for production.
I am a dedicated software engineer with four years of hands-on experience in cloud observability, AI-powered platforms, and full-stack development. My journey has been marked by a proven track record in building scalable diagnostic tools, machine learning systems, and high-performance APIs for production-grade platforms. I thrive on challenges and have successfully shipped ML-based solutions that significantly improve operational efficiency.
Currently, I work as a Senior Software Engineer at Middleware Labs Inc, where I led the development of AI-powered diagnostic tools that enhance incident resolution times and provide real-time observability for large-scale cloud environments. My expertise extends to backend engineering, machine learning, and MLOps, and I am passionate about leveraging technology to solve complex problems and drive innovation.
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Work history, roles, and key accomplishments
Middleware Labs Inc
Nov 2023 - Present (2 years)
- Shipped ML-based Log Clustering, improving RCA speed by 60%, reducing incident resolution from hours to minutes for large-scale cloud environments.
- Built Model Context Protocol (MCP) server that streams logs and traces to LLMs, giving every debugging prompt real-time observability context.
- Created a Root Cause Analysis AI Agent that pinpoints failure sources and proposes code/config fixes.
The Orange Crew
Oct 2023 - Present (2 years 1 month)
Built a python data pipeline & schedulers framework that syncs third party sources with BloomChat AI. Improved data quality and reliability by implementing Pydantic validation in FastAPI endpoints, preventing schema drift and ensuring smooth handoff between microservices and downstream data pipelines.
Weboccult Technologies Pvt. Ltd
Jan 2021 - Present (4 years 10 months)
Led a Client-facing team to ship feature updates, manage change requests, and resolve production issues. Built backend APIs and deployment pipelines for computer vision systems, handling live streaming data at scale.
Crear Electronics Pvt. Ltd
Jun 2020 - Present (5 years 5 months)
Built and deployed furniture recognition models using deep learning on AWS. This involved developing and implementing machine learning algorithms for image recognition.
Leading India AI
May 2020 - Present (5 years 6 months)
Developed Hyperspectral Image Reconstruction from the RGB algorithms. This project focused on advanced image processing techniques.
SMART Foundry (DST, Government of India)
Jul 2019 - Present (6 years 4 months)
Integrated sensor-based data pipelines for real-time process monitoring in manufacturing. Developed permeability and viscosity tests using IoT sensors and microcontrollers.
Degrees, certifications, and relevant coursework
B.Tech, Information & Communication Technology (ICT)
Grade: 8.07/10
Majored in Information & Communication Technology (ICT) with a CGPA of 8.07/10. The curriculum focused on a broad range of topics within the ICT field.
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