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Aashrav Shah

Senior PM @ GE Healthcare | AI/ML · IoT Streaming · LLM Products | Engineer-turned-PM | 0→1 Product Builder | Kafka · AWS · ML Pipelines

Bengaluru

6+ years of work experience

GE Healthcare
Aug 20242 yrs 3 mosPresent

Bengaluru, Karnataka, India

● Launched a 0→1 fleet management product after customer discovery with 20+ biomedical engineers, generating $6M+ revenue through predictive fault detection and reduced clinical downtime. ● Defined and launched a real-time log transfer API (AWS API Gateway) for the fleet platform, enabling instant fault detection across 100+ devices and improving uptime by 40% within 3 months. ● Spearheaded strategy and roadmap for a HIPAA-compliant IoT streaming platform ingesting 5TB+ daily - shifting from batch to streaming to enable near real-time ML inference and remote diagnostics. ● Owned product vision for an LLM-powered conversational AI MVP, enabling remote engineers to analyze machine logs - reducing response times by 60% and accelerating decisions by 40%. ● Shaped ML alerting strategy for tube anomaly detection, reducing mean time to detect from 21 hours to 15 minutes - enabling field engineers to intervene earlier to prevent $15K+ tube replacements. ● Led observability product roadmap and prioritization across 10+ global stakeholders, delivering self-serve dashboards for design, clinical, manufacturing and quality personas - driving 20% adoption growth. ● Established self-serve platform onboarding by standardizing schemas across modality engineering teams, consolidating 5+ file formats into a unified pipeline - reducing onboarding from 4 months to days.
GE Healthcare
Aug 20222 yrsJul 2024

Bengaluru, Karnataka, India

Product Manager ● Collaborated with finance and operations to launch an automated invoice validation solution using Alteryx - cutting monthly processing time by 95% and eliminating errors across a ~$100M portfolio. ● Drove 30% upsell growth and 20% customer retention uplift within 6 months by building a 360-degree install-base observability platform - translating sales and service pain points into actionable insights. ● Directed an AWS cloud migration program with an 8-member team, reducing infrastructure costs through a scalable pay-per-use model, decommissioning 25% of Teradata assets and 10%+ of legacy reports. ● Cut post-release defect rate by 30% by building enhanced telemetry and a defect triage framework with engineering and operations teams, enabling earlier defect detection and consistently stable releases. ● Recognized with the 'Outstanding ITDP' Award for program excellence and the 'CIO Team Award' for delivering the USCAN IB Observability solution - driving $10M+ in revenue impact.
Tata Consultancy Services
Jun 20192 mosJul 2019

● Developed integration strategy for 50+ APIs into a government financial platform, enabling real-time data exchange across departments and improving system throughput for high-volume transactions. ● Identified key performance bottlenecks and led optimization initiatives, improving query response times by 33% and significantly enhancing user experience across critical financial workflows. ● Implemented OAuth 2.0 secure access using IBM Tivoli Access Manager (TAM) on WebSphere, strengthening platform security and ensuring compliance with enterprise data protection standards. ● Increased product velocity by automating code quality and validation workflows via Python-based RPA, reducing manual release overhead by 80% and enabling more frequent, reliable deployments.
Tata Consultancy Services
Jun 20172 yrsMay 2019

Gandhinagar,India

Aashrav’s AI Stack

claude code
claude code
claude
claude
lovable
lovable
Genspark
Genspark
Jina AI
Jina AI
Synthesia
Synthesia

Education

SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

MBA

SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

20202 yrs2022
Nirma University

Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering

Nirma University

20134 yrs2017

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Headline

Senior PM @ GE Healthcare | AI/ML · IoT Streaming · LLM Products | Engineer-turned-PM | 0→1 Product Builder | Kafka · AWS · ML Pipelines

About

Senior Product Manager with 6+ years of experience building and scaling data platforms, real-time streaming systems, and observability products in cloud environments and handson developer experience. Currently leading platform initiatives at GE Healthcare, owning end-to-end product strategy, roadmap, and execution for data-intensive products processing 5TB+ daily. Proven track record of delivering 0 to 1 and scale-stage products, including a real-time fleet management solution generating $6M+ in revenue and improving response times by 60%+. Strong expertise in AWS, Kafka, APIs, and data pipelines, with experience in platform architecture, cloud modernization, and analytics. Skilled in stakeholder management, translating complex systems into business value, and driving adoption across global teams.

Location

Bengaluru

AI stack

claude code

claude

lovable

Genspark

Jina AI

Synthesia

Work experience

Senior Product Manager at GE Healthcare, Aug 2024 - Present · 2 yrs 3 mos, Bengaluru, Karnataka, India, ● Launched a 0→1 fleet management product after customer discovery with 20+ biomedical engineers, generating $6M+ revenue through predictive fault detection and reduced clinical downtime. ● Defined and launched a real-time log transfer API (AWS API Gateway) for the fleet platform, enabling instant fault detection across 100+ devices and improving uptime by 40% within 3 months. ● Spearheaded strategy and roadmap for a HIPAA-compliant IoT streaming platform ingesting 5TB+ daily - shifting from batch to streaming to enable near real-time ML inference and remote diagnostics. ● Owned product vision for an LLM-powered conversational AI MVP, enabling remote engineers to analyze machine logs - reducing response times by 60% and accelerating decisions by 40%. ● Shaped ML alerting strategy for tube anomaly detection, reducing mean time to detect from 21 hours to 15 minutes - enabling field engineers to intervene earlier to prevent $15K+ tube replacements. ● Led observability product roadmap and prioritization across 10+ global stakeholders, delivering self-serve dashboards for design, clinical, manufacturing and quality personas - driving 20% adoption growth. ● Established self-serve platform onboarding by standardizing schemas across modality engineering teams, consolidating 5+ file formats into a unified pipeline - reducing onboarding from 4 months to days.

Digital Technology Leadership Program at GE Healthcare, Aug 2022 - Jul 2024 · 2 yrs, Bengaluru, Karnataka, India, Product Manager ● Collaborated with finance and operations to launch an automated invoice validation solution using Alteryx - cutting monthly processing time by 95% and eliminating errors across a ~$100M portfolio. ● Drove 30% upsell growth and 20% customer retention uplift within 6 months by building a 360-degree install-base observability platform - translating sales and service pain points into actionable insights. ● Directed an AWS cloud migration program with an 8-member team, reducing infrastructure costs through a scalable pay-per-use model, decommissioning 25% of Teradata assets and 10%+ of legacy reports. ● Cut post-release defect rate by 30% by building enhanced telemetry and a defect triage framework with engineering and operations teams, enabling earlier defect detection and consistently stable releases. ● Recognized with the 'Outstanding ITDP' Award for program excellence and the 'CIO Team Award' for delivering the USCAN IB Observability solution - driving $10M+ in revenue impact.

System Engineer at Tata Consultancy Services, Jun 2019 - Jul 2019 · 2 mos, ● Developed integration strategy for 50+ APIs into a government financial platform, enabling real-time data exchange across departments and improving system throughput for high-volume transactions. ● Identified key performance bottlenecks and led optimization initiatives, improving query response times by 33% and significantly enhancing user experience across critical financial workflows. ● Implemented OAuth 2.0 secure access using IBM Tivoli Access Manager (TAM) on WebSphere, strengthening platform security and ensuring compliance with enterprise data protection standards. ● Increased product velocity by automating code quality and validation workflows via Python-based RPA, reducing manual release overhead by 80% and enabling more frequent, reliable deployments.

Assistant System Engineer at Tata Consultancy Services, Jun 2017 - May 2019 · 2 yrs, Gandhinagar,India

Education

MBA, SVKM's Narsee Monjee Institute of Management Studies (NMIMS)

Bachelor of Technology (B.Tech.), Electrical, Electronics and Communications Engineering, Nirma University

Public links

aashravshah.github.io: https://aashravshah.github.io/portfolio/