Ananya Garg

Software Engineer

Bengaluru, Karnataka, India3 yrs 9 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Engineered high-performance pipelines reducing execution time from hours to minutes.
Integrated machine learning models saving up to 1 billion dollars annually.
Designed a unified interface for complex workflow automation.

Stackforce AI infers this person is a Fintech-focused Software Engineer with strong expertise in distributed systems and full-stack development.

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Skills

Core Skills

Distributed SystemsPythonData IntegrityFull-stack Development

Other Skills

AgileAlgorithmsAmazon Web Services (AWS)C++Cascading Style Sheets (CSS)Code ReviewCompetitive ProgrammingData CleaningData IntegrationData StructuresData VisualizationDesign PatternsGitHubHTMLHigh-Level Design

About

Experienced Software Engineer with 4 years of expertise in designing and building scalable, low-latency, highly available distributed systems for analytics, orchestration, and back-testing. Skilled in developing modular, extensible software with strong foundations in data structures, algorithms, and object-oriented design patterns.Proficient in leveraging Generative AI tools & technologies and demonstrated leadership in driving projects, mentoring teams, performing code reviews, and ensuring delivery of maintainable, resilient, and high-performance solutions.

Experience

J.p. morgan

2 roles

Senior Software Developer

Promoted

Feb 2025 – Present · 1 yr 1 mo

Engineered and optimized high-performance CRE (Commercial Real Estate) engine pipelines and backtesting frameworks,
reducing a core process’s execution time and improving computational efficiency from 6 hours to minutes.
Responsible for integrating data sources and employ machine learning models for loss forecasting capital analysis saving the
company up to 1 billion dollars every year using Python
Migrated legacy microservices to Python3 achieving up to 100% performance improvement
Designed and developed a unified, single-click interface that automated a complex workflow, integrating data processing, parameter selection, and result visualization with interactive charts.

PythonMachine LearningData IntegrationMicroservicesDistributed Systems

Software Developer

Jun 2022 – Feb 2025 · 2 yrs 8 mos

Worked as part of the Wholesale Credit Risk team
Worked in the FVO CRE modeling space, developing and enhancing various feeder models and backtesting frameworks for
model comparison.
Built and deployed robust data cleaning and profiling models in production to ensure data integrity while enhancing system
monitoring and logging for improved reliability and rapid troubleshooting.

Data CleaningModel DevelopmentSystem MonitoringDistributed SystemsData Integrity

Engro

Full-stack Developer

May 2021 – Jun 2021 · 1 mo

Worked on full stack development of the company’s New Zees app, contributing to both backend and frontend features.
Designed and developed responsive UI components and pages for login and registration, ensuring a smooth onboarding flow.
Built and integrated RESTful APIs for user authentication and data processing
Implemented error handling and user feedback messages to improve usability and reduce support tickets

Full-stack DevelopmentRESTful APIsUI Design