Pragati Gupta

AI Researcher

Helsinki, Finland4 yrs 4 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in designing scalable AI solutions.
Strong background in MLOps and CI/CD pipelines.
Passionate advocate for women in tech.

Stackforce AI infers this person is a Machine Learning and Cloud Engineering expert in AI-driven solutions.

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Skills

Core Skills

Machine LearningCloud EngineeringData Science

Other Skills

ABAPAWSAnalytical SkillsAndroidArtificial Intelligence (AI)Bayesian OptimizationBayesian inferenceBayesian statisticsBusiness DevelopmentBusiness StrategyCC (Programming Language)C++CI/CDCSS

About

I am a Machine Learning and Cloud Engineer specialised in designing and developing AI models—including large language models (LLMs) and intelligent agents—that run on scalable and fault-tolerant cloud infrastructure. I also implement MLOps and CI/CD pipelines to ensure reproducibility, scalability, and continuous integration of AI systems. Throughout my career, I’ve had the opportunity to collaborate with cross-functional teams across different countries to deliver AI and ML solutions that not only meet business requirements but also uphold high-quality standards. As a “Woman in Tech,” I am passionate about breaking down barriers and encouraging more women to pursue careers in the feld. I believe that diverse perspectives and experiences are critical to creating impactful, responsible AI products, and I am dedicated to building a more inclusive tech industry. My goal is to continue growing as a Machine Learning Engineer by deepening my expertise in LLMs, AI agents, and cutting-edge AI technologies—while embracing new challenges and expanding my impact.

Experience

Solita

Machine Learning Engineer

Apr 2024 – Present · 1 yr 11 mos · Helsinki Metropolitan Area · On-site

Designed project architectures for generative AI applications, managing their full lifecycle.
Built scalable AI solutions utilizing large language models deployed on modern cloud infrastructure.
Developed production-grade forecasting models in Databricks, enhancing real-time operational efficiency.
Maintained robust CI/CD pipelines to ensure seamless deployment and performance of machine learning systems.

Large Language ModelsCloud InfrastructureCI/CDMachine LearningCloud Engineering

Mystaze

Head of Technology

Nov 2023 – Present · 2 yrs 4 mos · Helsinki Metropolitan Area · Hybrid

Working as a tech lead for adeptly navigating myStaze's platform towards advanced innovation and scalability.

Truemed

Machine Learning and Cloud Engineer

Feb 2023 – Apr 2024 · 1 yr 2 mos · Helsinki Metropolitan Area · On-site

Designed and developed machine and deep learning algorithms and models that improve counterfeit detection and drive operational efficiency
Built and maintained scalable, fault-tolerant, and high-performance cloud infrastructure using AWS, reducing downtime and improving system reliability
Implemented MLOps and CI/CD pipelines to ensure reproducibility, scalability and continuous integration of machine learning models resulting in streamlined development processes and faster time-to-market for new models
Built ML apps on iOS using Swift and Flutter providing users with seamless access to machine learning capabilities on mobile devices
Worked with cross-functional teams to design, develop, and deploy machine learning solutions that meet business requirements and quality standards

Machine LearningDeep LearningAWSCloud Engineering

Accenture nordics

Senior Analyst - Data Science

Nov 2021 – Feb 2023 · 1 yr 3 mos · Finland

Responsible for designing and implementing Machine Learning solutions on Cloud and Edge environments.
Participated in both large-scale international software delivery and rapid prototyping projects. The character of this work has been collaborative in nature and sharing knowledge has been significant.
Work includes delivering software components in Java and JavaScript, implementing Machine Learning assets, running on Cloud/Edge computing, and pushing DevOps practices.
Hosted various knowledge exchange sessions.

Machine LearningCloud ComputingJavaData ScienceCloud Engineering

Linkedin.com/company/sap labs india

Software Developer

Jan 2017 – Sep 2019 · 2 yrs 8 mos · India

Developer for the product SAP SRM for Procurement
processes.
Managed Technical and Functional areas in SAP Procurement solutions
Developed add-ons and served 400+ incidents for Premium customers on both on-premise and Cloud
Accomplished 2 SAP Certifications- SAP Fiori Application Developer, SAP Fiori System Administration
Conducted KTs across 3 locations on SAP technologies and bagged recognition by senior managers
SAP Fiori, UI5 developer
Experience in managing new UI5 Add-on Development, SAP Fiori Portal Services, SAP Mobile Services, SAP WebIDE, SAP Hybrid App Toolkit, SAP Cloud Platform, ODATA managing via SAP Gateway, SCP, and Basic ABAP Programming and SAP Screen Personas.
Intern in the BO SAP Lumira (a tool to create data visualizations and stories from multiple data
sources)

Cdac

Intern

Jun 2015 – Jul 2015 · 1 mo

During my brief two-month experience, I took the initiative to develop a user-friendly Mathematical tool in JAVA, streamlining student life and simplifying complex calculations. This not only provided a valuable resource for students but also showcased my expertise in software development and problem-solving.