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Sourabh Adap

MTS at Unravel Data

Mumbai

7+ years of work experience

Unravel Data
Jun 20224 yrs 3 mosPresent

Architected and owned agent-based observability platform for Databricks, processing 5,000-10,000+ Spark job runs daily across multiple enterprise customers, enabling early detection of performance regressions and reducing incident resolution time by 60% through automated root cause analysis. Designed real-time anomaly detection and governance engine analyzing 10K+ time-series metrics per sec across distributed clusters, delivering automated alerts for cost spikes and SLA violations with <5-second latency, helping customers achieve business goals. Built high-throughput backend APIs serving 3,000+ requests/minute with consistent sub-200ms P95 latency, supporting seamless integration across 15+ microservices and enabling real-time dashboard experiences for concurrent users. Implemented event-driven architecture using Kafka for processing 1M+ events/day, with Elasticsearch-backed ingestion pipelines achieving <5-second ingestion-to-query latency, powering critical search and analytics features across the platform. Led development of cloud cost attribution system for AWS and Azure, implementing fine-grained cost tracking across 1,000+ clusters, jobs, and teams. Delivered actionable insights enabling customers to optimize cloud spend by 20-30% annually (~$500K-$1.5M per enterprise customer). Designed Redis-backed distributed state management system supporting high-concurrency workflows with 10,000+ ops/second and sub-millisecond P99 latency, enabling real-time alerting and intelligent job scheduling across the platform. Integrated platform with CI/CD systems (GitHub Actions, Azure DevOps, Azure Data Factory) to analyze 500+ pipeline executions daily, surfacing data quality and performance anti-patterns that reduced production incidents by 40% and accelerated release cycles. Mentored junior engineers on backend architecture patterns, code quality standards, and system design principles.
SynRadar
Apr 20211 yr 3 mosJun 2022

Engineered cloud asset discovery and tracking platform integrating ServiceNow, AWS, and Qualys APIs, providing clients real-time visibility across 10,000+ infrastructure assets and reducing manual compliance overhead by 70%. Designed and implemented scalable ETL pipelines processing 500K+ threat intelligence records daily from multiple sources, enabling security teams to identify and remediate vulnerabilities 3x faster. Built machine learning-based threat classification system using MITRE ATT&CK framework, achieving 85% accuracy in prioritizing critical vulnerabilities and reducing false positives by 60% for enterprise security operations. Collaborated with product and customer success teams to translate security requirements into technical solutions, directly contributing to 15+ successful enterprise deployments and $2M+ in ARR growth.
SynRadar
Apr 20201 yr 1 moApr 2021

Mumbai, Maharashtra

SynRadar
Feb 20191 yr 2 mosMar 2020

Mumbai Area, India

* Working with leading & emerging BFSI clients in India. * Taking ownership of client issues reported and seeing problems through to resolution. * Researching, diagnosing, troubleshooting and identifying solutions to resolve product issues. * Work with development team in performance analysis of new products and enhancements. * Analyze client suggestions and recommend product revisions. * Writing automated scripts for swift product deployment on-premise and cloud environment. * Following standard procedures for proper escalation of unresolved issues to the appropriate internal teams.

Sourabh’s AI Stack

antigravity
antigravity
opencode
opencode
claudecode
claudecode

Education

Scaler

Software Engineering

Scaler

KC College

BS, Computer Science

KC College

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Headline

MTS at Unravel Data

About

Software Engineer having experience working on backend frameworks in Python and Java. Building automation frameworks to ensure high-quality product delivery covering end-to-end customer use cases. Always curious to explore state-of-the-art tech.

Location

Mumbai

AI stack

antigravity

opencode

claudecode

Work experience

MTS at Unravel Data, Jun 2022 - Present · 4 yrs 3 mos, Architected and owned agent-based observability platform for Databricks, processing 5,000-10,000+ Spark job runs daily across multiple enterprise customers, enabling early detection of performance regressions and reducing incident resolution time by 60% through automated root cause analysis. Designed real-time anomaly detection and governance engine analyzing 10K+ time-series metrics per sec across distributed clusters, delivering automated alerts for cost spikes and SLA violations with <5-second latency, helping customers achieve business goals. Built high-throughput backend APIs serving 3,000+ requests/minute with consistent sub-200ms P95 latency, supporting seamless integration across 15+ microservices and enabling real-time dashboard experiences for concurrent users. Implemented event-driven architecture using Kafka for processing 1M+ events/day, with Elasticsearch-backed ingestion pipelines achieving <5-second ingestion-to-query latency, powering critical search and analytics features across the platform. Led development of cloud cost attribution system for AWS and Azure, implementing fine-grained cost tracking across 1,000+ clusters, jobs, and teams. Delivered actionable insights enabling customers to optimize cloud spend by 20-30% annually (~$500K-$1.5M per enterprise customer). Designed Redis-backed distributed state management system supporting high-concurrency workflows with 10,000+ ops/second and sub-millisecond P99 latency, enabling real-time alerting and intelligent job scheduling across the platform. Integrated platform with CI/CD systems (GitHub Actions, Azure DevOps, Azure Data Factory) to analyze 500+ pipeline executions daily, surfacing data quality and performance anti-patterns that reduced production incidents by 40% and accelerated release cycles. Mentored junior engineers on backend architecture patterns, code quality standards, and system design principles.

Senior Technical Lead at SynRadar, Apr 2021 - Jun 2022 · 1 yr 3 mos, Engineered cloud asset discovery and tracking platform integrating ServiceNow, AWS, and Qualys APIs, providing clients real-time visibility across 10,000+ infrastructure assets and reducing manual compliance overhead by 70%. Designed and implemented scalable ETL pipelines processing 500K+ threat intelligence records daily from multiple sources, enabling security teams to identify and remediate vulnerabilities 3x faster. Built machine learning-based threat classification system using MITRE ATT&CK framework, achieving 85% accuracy in prioritizing critical vulnerabilities and reducing false positives by 60% for enterprise security operations. Collaborated with product and customer success teams to translate security requirements into technical solutions, directly contributing to 15+ successful enterprise deployments and $2M+ in ARR growth.

Senior Product Data Analyst at SynRadar, Apr 2020 - Apr 2021 · 1 yr 1 mo, Mumbai, Maharashtra

Product Analyst at SynRadar, Feb 2019 - Mar 2020 · 1 yr 2 mos, Mumbai Area, India, * Working with leading & emerging BFSI clients in India. * Taking ownership of client issues reported and seeing problems through to resolution. * Researching, diagnosing, troubleshooting and identifying solutions to resolve product issues. * Work with development team in performance analysis of new products and enhancements. * Analyze client suggestions and recommend product revisions. * Writing automated scripts for swift product deployment on-premise and cloud environment. * Following standard procedures for proper escalation of unresolved issues to the appropriate internal teams.

Education

Software Engineering, Scaler

BS, Computer Science, KC College