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Protity Chowdhury - Operations Manager Resume
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resume.json
{
"basics": {
"name": "Swagata Prateek",
"label": "Senior Software Engineer",
"email": "[email protected]",
"phone": "+17788144366",
"summary": "Senior Software Engineer with 12+ years in distributed systems, geospatial AI, and ML infrastructure, demonstrating Staff-level technical leadership and organizational impact. Founding member and technical leader of Amazon Location Service, driving patented architecture adoption across multiple AWS teams and establishing performance standards processing 2.2B+ requests annually. Architect of foundational geometry store and address validation systems generating $4M+ ARR, with expertise spanning hardware design to enterprise-scale cloud infrastructure. Technical leader with extensive mentoring experience while conducting 25+ design reviews per quarter, influencing engineering excellence across geospatial and payment systems. Recognized for technical vision through 2 issued patents + 1 patent pending, with proven track record from startup CTO (100K+ users, 30+ team) to AWS technical leadership across Vancouver, San Francisco, and Austin teams.",
"location": {
"city": "Burnaby",
"countryCode": "CA",
"region": "BC"
},
"profiles": [
{
"network": "LinkedIn",
"username": "goforprateek",
"url": "https://www.linkedin.com/in/goforprateek"
},
{
"network": "GitHub",
"username": "thehoneymad",
"url": "https://github.com/thehoneymad"
}
]
},
"work": [
{
"name": "Amazon Web Services (AWS)",
"position": "Senior Software Engineer",
"location": "Vancouver, British Columbia, Canada",
"startDate": "2021-04-01",
"summary": "Senior Software Engineer leading geospatial infrastructure and AI/ML systems for Amazon Location Service.",
"highlights": [
"Defined technical vision and led design of patented key-value geometry store architecture managing hundreds of gigabytes of customer geometry data across 15+ AWS regions, driving adoption as foundational infrastructure by SF and Austin teams for MultiPolygon support, real-time geofencing, and nearest neighbor queries",
"Drove 90% latency reduction (1.5-2 seconds → 200ms) for geofence event publishing to EventBridge, establishing performance standards that enabled $4M+ ARR and processing 2.2B+ requests annually at 6,000 TPS across 15+ AWS regions",
"Influenced technical standards across organization through 25+ design reviews per quarter, raising engineering bar for distributed systems and geospatial architecture decisions",
"Led cross-team operational excellence through weekly operational review meetings and proprietary knowledge transfer sessions, training Vancouver and Austin engineers on specialized geospatial indexing and storage scaling challenges",
"Established specialized expertise in US address validation nuances and CASS certification processes as organizational standard, documented through quarterly research publications",
"Defined vision for address parsing model using BERT and DistilBERT with proprietary data, achieving 98.23% recall for postal certification and driving adoption by 3 internal teams",
"Drove innovation in retroactive geofence events, developing patent pending solution enabling corrective event delivery for out-of-order geofence evaluation requests"
]
},
{
"name": "Amazon Web Services (AWS)",
"position": "Software Development Engineer II",
"location": "Vancouver, British Columbia, Canada",
"startDate": "2019-08-01",
"endDate": "2021-04-01",
"summary": "Software Engineer II launching Amazon Location Service from concept to general availability.",
"highlights": [
"Defined technical vision and led Amazon Location Service launch from PR/FAQ through private beta, public preview, to general availability, establishing foundational service architecture",
"Drove foundational service architecture decisions including programming language selection and internal API modeling framework, adopted as standard across the entire service",
"Influenced technical excellence through 10+ design reviews per quarter during service development, raising engineering standards for geospatial systems",
"Led design and development of patented geometry store architecture that became the foundation for SF and Austin teams' nearest neighbor queries and MultiPolygon extensions",
"Established foundational storage systems that later powered $4M+ ARR geofencing engine, creating scalable patterns for geospatial data processing",
"Drove technical standards and knowledge transfer processes for service handoff to Austin team, ensuring seamless cross-team collaboration",
"Transitioned to Address Validation service, establishing core systems for postal certification and address parsing capabilities"
]
},
{
"name": "Amazon",
"position": "Software Development Engineer",
"location": "Vancouver, British Columbia, Canada",
"startDate": "2018-01-01",
"endDate": "2019-08-01",
"summary": "Software Engineer building foundational payment authentication systems for Amazon customers.",
"highlights": [
"Defined technical vision and led design of authentication federation system, driving adoption as foundational infrastructure for Amazon payment services, enabling 3 million US customers to make payments to Amazon Private Label Credit Card directly through Amazon.com website",
"Established microservices architecture standard of single microservice per business domain (US Private Label, US Co-branded Credit Card), creating organizational pattern still followed today",
"Drove design of core libraries using internal Amazon framework, establishing technical standards still maintained and expanded by teams today",
"Influenced secure payment integration patterns through patented 'Ephemeral authorization tokens from partner tokens' authentication approach, creating reusable framework adopted across payment systems",
"Led knowledge transfer initiatives on proprietary authentication systems before transitioning to AWS, ensuring continuity of technical expertise",
"Drove customer experience innovation by enabling bill payments through familiar Amazon platform without requiring separate bank account setup, improving payment completion rates and customer satisfaction"
]
},
{
"name": "Vizrt",
"position": "Software Engineer - Viz Pilot",
"location": "Bergen, Norway",
"startDate": "2016-01-01",
"endDate": "2017-12-01",
"summary": "Software Engineer developing television graphics management systems for global newsrooms.",
"highlights": [
"Managed and executed Pilot Data Server migration from relational database to proprietary graphics database, optimizing performance for global newsroom operations",
"Developed Viz Pilot television graphics management system components serving global newsrooms",
"Built template-driven graphics solutions for news broadcasts including lower thirds, upper banners, and real-time graphics",
"Implemented REST APIs and integrated newsroom systems worldwide"
]
},
{
"name": "Vizrt",
"position": "Software Engineer - Viz Ardome",
"location": "Dhaka, Bangladesh",
"startDate": "2013-07-01",
"endDate": "2015-12-01",
"summary": "Software Engineer and Scrum Master developing media asset management systems for broadcast workflows.",
"highlights": [
"Developed and maintained Viz Ardome Media Asset Management system handling digital asset lifecycle from ingestion to distribution",
"Implemented bug fixes, new features, and system integrations for broadcast media workflows",
"Served as Scrum Master (Nov 2014 - Dec 2015) leading agile development processes before relocating to Norway",
"Integrated third-party systems and maintained communication channels with support teams and global customers"
]
},
{
"name": "GObd",
"position": "Co-Founder & CTO",
"location": "Dhaka, Bangladesh",
"startDate": "2014-11-01",
"endDate": "2017-03-01",
"summary": "Co-Founder & CTO leading comprehensive traffic intelligence ecosystem development.",
"highlights": [
"Defined technical vision and led 30+ person engineering team, driving development of comprehensive traffic intelligence ecosystem serving 100K+ users and processing 20M+ transit bus tracking data points",
"Drove hardware innovation by designing custom tracking devices and firmware for real-time bus monitoring, pioneering traffic intensity computation algorithms from live transit feeds",
"Established Bangladesh's first real-time traffic mapping platform 'Go Traffic' with custom routing algorithms based on proprietary live traffic data, achieving 6,000 daily deliveries at peak performance",
"Influenced traffic mapping standards at national scale, contributing map data to OpenStreetMap while establishing internal traffic feed systems as foundational infrastructure",
"Defined geospatial routing expertise through custom traffic-sensitive algorithms using PostGIS and PGRouting, establishing technical foundation that later influenced AWS Location Service architecture",
"Drove business expansion to 'Go! Fetch!' package delivery service, demonstrating platform scalability and market adaptability",
"Established end-to-end geospatial platform architecture from hardware design to real-time data processing and logistics algorithms, creating comprehensive technical ecosystem"
]
}
],
"publications": [
{
"name": "Geospatial generative AI with Amazon Bedrock and Amazon Location Service",
"publisher": "AWS Machine Learning Blog",
"releaseDate": "2024-01-01",
"url": "https://aws.amazon.com/blogs/machine-learning/geospatial-generative-ai-with-amazon-bedrock-and-amazon-location-service/",
"summary": "Technical blog post demonstrating integration of generative AI with geospatial services, published on official AWS platform"
},
{
"name": "Ephemeral authorization tokens from partner tokens",
"publisher": "US Patent Office",
"releaseDate": "2025-07-08",
"summary": "Patent US12355746B1 - Authentication system enabling secure token exchange for payment processing"
},
{
"name": "Retroactive geofence events",
"publisher": "US Patent Office",
"releaseDate": "2023-09-29",
"summary": "Patent Pending US 20250113160A1 - System for corrective event delivery for out-of-order geofence evaluation requests"
},
{
"name": "Spatial search using key-value store",
"publisher": "US Patent Office",
"releaseDate": "2021-04-06",
"summary": "Patent US 20210406328A1 - Issued patent for geometry store architecture enabling high-performance geospatial operations"
}
],
"volunteer": [
{
"organization": "Microsoft Student Partners Bangladesh & IEEE Student Branch KUET",
"position": "Campus Lead & President",
"startDate": "2010-10-01",
"endDate": "2013-07-01",
"summary": "Led technology communities, organized events, and managed technical programs during university years."
}
],
"education": [
{
"institution": "Khulna University of Engineering and Technology",
"area": "Computer Science And Engineering",
"studyType": "Bachelor of Science (B.Sc.)",
"startDate": "2009-01-01",
"endDate": "2013-01-01"
}
],
"awards": [
{
"title": "Microsoft Most Valuable Professional",
"date": "2014-10-01",
"awarder": "Microsoft",
"summary": "Awarded MVP for Windows Platform Development (2014-2015)"
}
],
"certificates": [
{
"name": "Neural Networks and Deep Learning",
"date": "2023-11-01",
"issuer": "DeepLearning.AI - CBNBFM5ACZB7",
"url": "https://www.coursera.org/account/accomplishments/verify/CBNBFM5ACZB7"
},
{
"name": "Generative AI with Large Language Models",
"date": "2023-07-01",
"issuer": "DeepLearning.AI - LFXZWLTQ8EMF",
"url": "https://www.coursera.org/account/accomplishments/verify/LFXZWLTQ8EMF"
},
{
"name": "Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization",
"date": "2024-01-01",
"issuer": "DeepLearning.AI - QUDY3DC57CJF",
"url": "https://www.coursera.org/account/accomplishments/verify/QUDY3DC57CJF"
},
{
"name": "Structuring Machine Learning Projects",
"date": "2024-02-01",
"issuer": "DeepLearning.AI - J9C3BL8RCNJF",
"url": "https://www.coursera.org/account/accomplishments/verify/J9C3BL8RCNJF"
},
{
"name": "Machine Learning",
"date": "2017-09-01",
"issuer": "Stanford University - JCJ7Y2LVBF7M",
"url": "https://www.coursera.org/account/accomplishments/verify/JCJ7Y2LVBF7M"
}
],
"skills": [
{
"name": "Core Competencies",
"keywords": ["Distributed Systems | Geospatial AI | ML Infrastructure | Event Driven Systems | System Architecture | Technical Leadership | Cross-Team Collaboration | Knowledge Transfer | Patent Development | Address Validation Systems | Real-Time Geofencing | Async Event Processing | Storage Scaling | API Design | Microservices | Postal Certifications | Geospatial Indexing | CI/CD | DevOps | Payments | Television Graphics | Media Asset Management"]
},
{
"name": "Technologies",
"keywords": ["Go | Kotlin | TypeScript | Python | Java | Ruby | C# | JavaScript | Rust | C++ | Bash | AWS | DynamoDB | Lambda | S3 | EC2 | API Gateway | SQS | ElastiCache | EventBridge | Azure | Azure Service Bus | Azure VMs | Azure Service Fabric | Azure Cosmos DB | PostgreSQL | MongoDB | Oracle | PostGIS | BERT | DistilBERT | Large Language Models | Named Entity Recognition | Knowledge Graph Embeddings | Fine Tuning | Machine Learning | Neural Networks | Deep Learning | Geofencing | PGRouting | A* Algorithm | Valhalla | Overture Maps | S2 Indexing | H3 Indexing | ASP.NET Web API | SignalR | Node.js | REST APIs | SOAP | Jenkins | Microservices Architecture | OAuth | Android Development | WPF | Message Brokers | UNIX/Linux | Key-Value Stores | Caching | Embedded Firmware"]
}
],
"languages": [
{
"language": "Bangla",
"fluency": "Native or Bilingual"
},
{
"language": "English",
"fluency": "Professional Working (IELTS Band 8)"
}
],
"projects": [
{
"name": "Overture Maps Transportation Routing",
"startDate": "2024-01-01",
"description": "Open-source routing tile set for Overture Transportation Data, enabling integration with open-source routing engines like Valhalla",
"highlights": [
"Designed system architecture for publishing routing tile sets compatible with Valhalla routing engine",
"Contributed code and technical design for Overture Transportation Data integration",
"Advanced open-source geospatial routing capabilities for global developer community"
],
"url": "https://github.com/OvertureMaps/transportation-routing"
}
]
}
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