Yash Gupte

Software Engineer

Berlin, Germany4 yrs 1 mo experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expert in building production-quality machine learning systems.
  • Led cross-functional teams to enhance financial anomaly detection.
  • Strong background in AI-driven solutions for complex challenges.
Stackforce AI infers this person is a Fintech Software Engineer specializing in machine learning and AI applications.

Contact

Skills

Core Skills

Machine LearningSoftware Engineering

Other Skills

APIsAccountingAgile DevelopmentAnalytical SkillsApache SparkArtificial Intelligence (AI)Balance SheetsBig DataBig Data AnalyticsCI/CDCommunicationConvolutional Neural Networks (CNN)Data AnalysisData ManipulationData Mining

About

As a Software Engineer and Data Scientist with a passion for advancing machine learning and AI capabilities, I have three years of experience in building production-quality machine learning systems, primarily in Python, and am skilled in JAVA, SQL, building REST APIs and modern ML frameworks like TensorFlow and PyTorch. My expertise is translating complex commercial challenges into AI-driven solutions, from anomaly detection models to hybrid recommendation systems. During my tenure at Barclays, I collaborated cross-functionally to design, implement, and deploy real-time AI/ML applications, enhancing risk management, financial anomaly detection, and automation workflows. This included developing NLP-integrated models, automating data pipelines, and leading Java Spring-based solutions to streamline operations. I led full SDLC efforts, ensuring that my solutions were scalable and optimized for performance in high-stakes financial environments. I hold an MSc in Data Science from the University of Glasgow (Distinction) and passed CFA Level 1 in first attempt. Additionally, I’ve developed and fine-tuned recommendation systems and specialized models for applications ranging from content recommendation to healthcare. With a growing interest in generative AI, I am eager to contribute to innovative teams pushing the boundaries of applied machine learning and delivering impactful, consumer-centric solutions.

Experience

4 yrs 1 mo
Total Experience
3 yrs
Average Tenure
1 yr 1 mo
Current Experience

Amazon web services (aws)

Software Development Engineer

May 2025Present · 1 yr 1 mo · Berlin, Germany · On-site

  • Check this out: https://partyrock.aws/
PythonMachine LearningNatural Language ProcessingCI/CDData WranglingJava+2

Barclays

Software Engineer

Aug 2020Aug 2023 · 3 yrs

  • Software Engineer (Risk, Finance and Treasury) Pune
  • Developed machine learning models to optimize financial anomaly detection, integrating NLP techniques into Python
  • models and deploying them in real-time for financial systems, improving detection accuracy.
  • Automated and deployed models using CI/CD pipelines (Jenkins), ensuring seamless integration into Barclays
  • infrastructure and reducing false positives by 15%.
  • Led data wrangling efforts using pandas, performance monitoring and optimization processes to maintain model
  • accuracy and operational stability.
  • Worked cross-functionally with data engineering teams to capture relevant data points for training and testing models.
  • Architected and implemented a Java Spring application powered by complex SQL queries to automate the
  • decommissioning of over 100 End User Developed Applications (EUDAs), saving 20 Full-Time Equivalent (FTE)
  • positions.
  • Worked with APIs to automate data flow across platforms, ensuring timely and accurate journal postings, and
  • enhanced automation and efficiency throughout the decommissioning process.
  • Led full software development life cycle (SDLC) efforts, from requirements gathering and system design to
  • deployment and maintenance of both machine learning and automation solutions, improving operational efficiency
  • across high-stakes environments

Education

University of Glasgow

MSc — Data Science

Sep 2023Sep 2024

Veermata Jijabai Technological Institute (VJTI)

Bachelor of Technology - BTech — Information Technology

Jan 2016Jan 2020

DG Ruparel College of Arts, Science and Commerce

Jan 2014Jan 2016

IES Manik Vidya Mandir, Bandra

Jan 2014Present

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