Available to hire
Hi, I’m Pradyoth Srinivasan, a backend engineer specializing in distributed systems, ML/AI, and cloud-based data pipelines. With 5.5 years of experience in fintech, data, and analytics, I’ve delivered high-performance APIs, optimized Spark workflows, and built scalable distributed systems at Goldman Sachs and Crux. I enjoy turning complex problems into robust, production-ready solutions and collaborating across time zones to drive impactful outcomes.
I am open to relocation to UAE and am excited to contribute to challenging backend, cloud infrastructure, and data engineering projects in a new environment.
Skills
Experience Level
Expert
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Expert
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Intermediate
Language
English
Fluent
Work Experience
Software Engineer at Picarro Technologies, Inc
May 1, 2025 - PresentWon 1st place in a company-wide Hackathon by delivering an end-to-end ML/AI plume tracking solution with a predictive model (R²=0.95) and React UI within 48 hours, receiving recognition from senior leadership. Designed and delivered a production-ready microservice in 3 weeks for tracing gas emission leak sources by integrating Kafka, in-memory caching, Druid DB, and external APIs to process Level-1 sensor data. Developed a Kafka data loss mitigation strategy using the Dead Letter Queue pattern to minimize pipeline lag and increase message reliability.
Software Engineer at Goldman Sachs
January 31, 2025 - August 27, 2025Optimized Spark pipelines achieving a 550% performance improvement and reduced investment performance generation time by 1 hour daily. Improved investment results API request response timing by 10x through query optimization and reduced in-memory operations, ensuring API latency under 300ms for 100 concurrent users. Led cross-time-zone migration of over 200 on-premise infrastructure components using Terraform Cloud. Created a real-time replay Python script for switching primary and secondary databases to improve fault tolerance. Developed and deployed the ESG Metrics Project, cutting runtime from 2 hours to 1 hour and implemented multiple REST APIs for ESG data processing.
Full Stack Developer at Crux Informatics
February 1, 2022 - August 27, 2025Developed and productionalized a full stack web app enabling clients to browse datasets using NLP with a 30% relevancy improvement, helping onboard over 5 new clients and generating an additional $2M in revenue.
Full Stack Engineering Intern at Eightfold AI
August 1, 2020 - August 27, 2025Designed and developed a tool reducing SFTP user creation downtime from 20 minutes to 1 minute. Integrated Project Marketplace with Slack API to significantly reduce project collaboration onboarding time.
Software Engineer at Nividapps Technologies
July 1, 2019 - August 27, 2025Built a full stack web app using Scala and Vue.js for generating palm oil performance reports. Created MVPs for mobile apps including dating and image capture apps utilizing AWS, Redux, React Native, and AWS S3.
Software Engineer at Picarro Technologies, Inc
May 1, 2025 - PresentWon 1st place in a company-wide hackathon by delivering an end-to-end ML/AI plume tracking solution with a high predictive accuracy (R²=0.95) within 48 hours, recognized by senior leadership. Designed and delivered a production-ready microservice in 3 weeks to trace gas emission leak sources, integrating Kafka, in-memory caching, Druid DB, and external APIs processing sensor data. Built a Kafka data loss mitigation strategy using a dead letter queue (DLQ) pattern to reprocess failed messages, reducing pipeline lag and improving message reliability.
Software Engineer at Goldman Sachs
January 31, 2025 - August 28, 2025Optimized Spark data pipelines achieving a 550% performance improvement and reducing daily process runtime by 1 hour. Improved API request response times by 10x by optimizing database queries and memory usage, load-testing to ensure latency under 300ms for 100 concurrent users. Led migration of 200+ on-prem infrastructure components to terraform cloud, standardizing deployments and improving maintenance and collaboration. Developed multi-threaded Python script to replay peak API requests to a secondary database, enabling a 5-day switchover and enhanced fault tolerance. Developed Environment Social Governance (ESG) Metrics system cutting runtime from 2 hours to 1 hour and implemented multiple REST APIs for ESG data.
Full Stack Developer at Crux Informatics
February 1, 2022 - August 28, 2025Developed and productionalized a full stack web application allowing clients to use NLP for browsing Crux datasets, improving relevancy by 30%. This solution enabled onboarding of 5+ new clients and generated an additional $2M in revenue.
Full Stack Engineering Intern at Eightfold AI
August 1, 2020 - August 28, 2025Designed and developed a tool to reduce downtime for SFTP user creation from 20 minutes to 1 minute. Integrated Project Marketplace with Slack API, significantly reducing onboarding time for project idea collaboration.
Software Engineer at Nividapps Technologies
July 1, 2019 - August 28, 2025Built a full stack web application using Scala and Vue.js generating palm oil performance reports. Developed MVPs for mobile apps including dating and image capture with AWS, Redux, React Native, and AWS S3.
Software Engineer at Picarro Technologies, Inc
May 1, 2025 - November 22, 2025Designed and delivered a production-ready microservice to trace the source of gas emission leaks, integrating Kafka (read/write), in-memory caching, Druid DB, and external APIs to process Level-1 sensor data. Implemented a Kafka DLQ-based data loss mitigation strategy to reprocess failed messages and reduce pipeline lag.
Software Engineer at Goldman Sachs
January 1, 2025 - January 1, 2025Optimized Spark pipelines, reducing multi-step processes to a single step and achieving 550% improvement in runtime. Improved investment results API performance with 10x faster responses; load-tested API to support 100 concurrent users with latency < 300ms. Led a cross-time-zone migration of 200+ on-premise components via Terraform Cloud for standardized deployments. Implemented real-time request replay for primary/secondary databases to enable a 5-day switchover and bolster fault tolerance. Developed ESG Metrics processing reducing ESG runtime from 2 hours to 1 hour and deployed multiple ESG REST APIs.
Full Stack Developer at Crux Informatics
February 1, 2022 - February 1, 2022Developed and productionalized a full-stack web app enabling NLP-based browsing of Crux datasets with 30% improved relevancy, aiding onboarding of 5+ new clients and generating approximately $2M in additional revenue.
Full Stack Engineering Intern at Eightfold AI
August 1, 2020 - August 1, 2020Designed and developed a tool to reduce downtime to create an SFTP user from 20 minutes to 1 minute; integrated Project Marketplace with Slack API to streamline onboarding and collaboration.
Software Engineer at Nividapps Technologies
July 1, 2019 - July 1, 2019Built a full-stack web app using Scala and Vue.js to generate palm oil performance reports; built MVPs for mobile apps with AWS, Redux, React Native, and AWS S3.
Education
Master of Science in Computer Science at University of Colorado Boulder
August 1, 2019 - May 1, 2021Bachelor of Science in Computer Science at PES Institute of Technology
August 1, 2014 - May 1, 2018Master of Science in Computer Science at University of Colorado Boulder
August 1, 2019 - May 1, 2021Bachelor of Science in Computer Science at PES Institute of Technology
August 1, 2014 - May 1, 2018Master of Science in Computer Science at University of Colorado Boulder
August 1, 2019 - May 1, 2021Bachelor of Science in Computer Science at PES Institute of Technology
August 1, 2014 - May 1, 2018Qualifications
Industry Experience
Financial Services, Software & Internet, Energy & Utilities, Healthcare, Professional Services, Other
Skills
Experience Level
Expert
Expert
Expert
Expert
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Intermediate
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