Prasoon Majumdar MLOPs Consultant for more than 15 years

Open Source Contributor

Arcadia

Sep 2024 - Current (2 years)

Impact is a research non-profit org that support individuals interested in using their careers to tackle pressing global problems. Contribute to "inspect," an open-source AI Safety initiative in the UK, • onboarding a ZEROSCROLLS benchmark for reliable frontier model deployment.

Contractor

Dialectica

Jan 2024 - Current (2 years 8 months)

Improved client efficiency by 30% by advising on data management • vendor selection for 3 enterprise clients.

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Principal Data Engineering Manager

Haleon (Formerly GSK)

Nov 2020 - Mar 2024 (3 years 5 months)

• Established best practices for data capture, contextualization, and analytics, resulting in a 25% uplift in data accuracy. Architected and rolled out self-service data flow automation, cutting • • analytics turnaround time by 40%. Led architecture design of a cloud-based data mesh platform serving 500+ stakeholders, reducing data processing times by 30%. Implemented enterprise data governance framework enforcing • • quality & compliance, replicated across multiple global teams. Oversaw a multidisciplinary team (15 ML/Data Engineers), achieving a 90% employee retention rate by shaping a collaborative culture and streamlined HR processes.

Devops Manager

Avaamo

Oct 2019 - Current (6 years 11 months)

- Site Reliability and mentoring engineers to create pack of wolves in devops teams

DevOps Manager

Avaamo

Oct 2019 - Oct 2020 (1 year 1 month)

Architected microservices-based data observability framework • (Grafana, Prometheus, Stanford NLP), enabling seamless scaling and resilience to support 2x user growth within a year. Ensured GDPR and compliance readiness by integrating security & privacy protocols into cloud-based solutions. Introduced AWS cost-optimization strategies, reducing annual cloud expenses by $800K.

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Devops Manager

People10 Technosoft Pvt Ltd

Apr 2017 - Current (9 years 5 months)

? Ansibl-izing the infra using roles and refactoring them using application level design. ? Lead geographically distributed DevOps engineering practices including definition of processes, metrics, tools selection and automation using agile frameworks. ? Integrating variable infra level components using ansible URI with their api interfaces. ? Maintaining CI/CD release cycles using ansible, jenkins, git and extending deployment automation to corporate applications ? Following agile methodologies using Atlassian tools like JIRA, BAMBOO and open-source jenkins. ? Simplifying deployments every day and converging to push-button deploys using Ansible tower. ? Responsible for "baking in" high scalability and high availability into the infras

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DevOps Manager

People10

Apr 2017 - Oct 2019 (2 years 7 months)

Architected predictive analytics solutions using regression models (R) • • using scikit-learn libs for flight data, enhancing business insight. Led the migration of large-scale data systems to AWS, achieving 99.99% uptime and improved resiliency. Championed Agile and Scrum methodologies, reducing project delivery time by 15%.

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Senior Devops Lead

Sharda Capital Management

Jul 2016 - Nov 2016 (5 months)

? Experience in all phases of software development including architecture, design, implementation, testing and maintenance/support of large-scale distributed applications. ? Familiarity with open source tools for implementation, datacenter deployment, configuration, e.g. Ansible, Artifactory Pro, Canonical LXD containers, dockers, Jenkins. ? Infrastructure automaton using Vagrant multi-machine clusters and in house baked deployment ISOs using packer tool. ? Design and manage internally hosted vagrant cloud for dev test environment. ? Working towards hybrid data center containerization using LXD containers and VMWare for high frequency and low latency environment. ? Writing ansible roles for nearly every aspect of infrastructure-as-a-co

Technical Leader

Colt Technology Services

Jun 2012 - Jul 2016 (4 years 2 months)

? Provision of technical and business consultancy services to Colt high profile clients in the European countries that includes major banks, financial institutions. My previous engagements include Systems Integration and Development , Solutions Architecture, RFP and RFI support, Proof of Concepts and Project sign offs. ? Establish strong relationships with internal product organizations and engagement practice groups. ? Develop relationships with customer that support identifying key requirements, positioning new solutions, and securing customer support for Colt solutions. ? Provide technical leadership for opportunities to ensure timely, high-quality responses that address the following: ? Architecture, design, install, configure VMwar

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Senior Software Configuration Release Engineer

RSA Security division

Dec 2008 - Jun 2012 (3 years 7 months)

I was responsible for designing, implementing, and maintaining the tools and frameworks that provide continuous functional testing of RSA's authentication and authorization products. Working proactively with Architects, Consultants, and Developers to evaluate approaches for using automation to further improve the efficiency of product development. Analyze requirements, identify tasks, provide estimates and execute to meet the scheduled targets. Document the requirements and designs of improvements to the continuous testing framework. Coordinate with QA, release and development teams. Design and maintain a combination of different environments utilizing various hardware platforms, operating systems and data stores. Automation Projects Ove

Senior Software Release Configuration Engineer

Rsa Security

Nov 2008 - Jun 2012 (3 years 8 months)

Software Engineer (Applications)

Centurylink

Mar 2007 - Nov 2008 (1 year 9 months)

Part of application engineering team: Troubleshoot application problems, kernel compilations; update kernel patches according to requirements & doing releases on servers as per release cycles.Handle root cause analysis via SWATs (specialized work action teams) in coordination with IGS (IBM Global Services) UNIX support teams in case of major critical outages. ? Perform routine network start up and close down and maintain control records. ? Handle root cause analysis via SWATs (specialized work action teams) in coordination with IGS (IBM Global Services) UNIX support teams in case of major critical outages. ? Providing On Call support and perform monitoring activities. ? Perform change management activities. ? Run weekly reports as r

Software engineer

Qwest

Mar 2007 - Oct 2008 (1 year 8 months)

Systems Specialist

Red Hat

Oct 2006 - Jan 2007 (4 months)

Responsibilities includes: ? Analyses glitches in production systems via GDB, core dumps, SNMP tools & other open source tools. ? Maintenance of internal satellite server-pushing updated packages, debugging package stabilities & integrity with supported platforms. ? Maintenance of Crypto server authentication procedures. ? Referring Bugzilla database for new errata & other bugs (in close coordination with engineering team) administration of CVS server, now updated with SVN procedures. ? Building rpms (editing specs.) & make them compatible with Red Hat standards. ? Building & customizing scripts for VPN, monitoring, backup & other security related procedures. ? Authentication management for Oracle, Citrix & other servers as up

Systems Specialist

RedHat

Oct 2006 - Feb 2007 (5 months)

• Provided production support for enterprise clients, handling over 100+ issues monthly using open-source tools.

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Linux Systems Engineer

Vertex Techno Solutions Pvt. Ltd

Feb 2006 - Sep 2006 (8 months)

Responsibilities includes: ? Maintain FreeBSD (Yahoo! BSD)& Linux servers & desktops for more than 300 users. Used to troubleshoot problems involving debugging core dump analysis, remote administration tools, networking tools & SNMP based analysis. ? Remote administration tools: SecureCRT, Winscp, Putty ? BSD servers: Broom Server (Cloning server), fileserver, DHCP server ? Backup software: Connected client ? Cloning Softwares: G4L (Ghost for Linux), Norton ghost KEY SKILLS AND COMPETENCIES Programming Languages: Bash, Korn Configuration management: Ansible Respository management: Artifactory Revision control system: perforce, svn, git CI/CD: Jenkins Containers: LXD/LXC, Vagrant, Solaris zones Unix/Linux Administration:

Linux Systems Engineer

Yahoo

Feb 2006 - Aug 2006 (7 months)

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Participant

Impact Academy

Jun 2024

• LLM evaluations, scalable oversight, adversarial robustness and related applications in frontier model development.

Prasoon Majumdar

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Prasoon Majumdar