KMAssociate Business Analyst
Krishi Mirra portrait

Aspiring AI Agent Developer

I'm a graduate student specializing in AI agent development, ready to tackle real-world challenges with innovative solutions.

Work samples

Explore my work in AI development, showcasing projects that leverage innovative technologies to solve real-world problems.

  • Financial Transaction Fraud Detection
    Financial Transaction Fraud Detection

    Within a 6-person team, built a classification pipeline to label transaction behaviour patterns across 6.36 million transactions (773:1 class imbalance), applying rigorous data accuracy checks to produce reliable, high-confidence outputs for stakeholders. AUC-ROC: 0.9916.

    PythonApache Spark

About me

I'm a graduate student specializing in AI agent development, ready to tackle real-world challenges with innovative solutions.

I am a graduate student currently pursuing my Master's Degree, eager to step into the professional world. With limited work experience, I'm focused on building skills in innovative technologies, particularly in AI and agent development.

Experience

Associate Business Analyst

Data Nurture Software Solutions · Feb 2025 – Sep 2025

Intern

Data Nurture Software Solutions · Oct 2024 – Jan 2025

Education

University of Limerick

MSc Business Analytics

M.O.P. Vaishnav College for Women

BSc Data Science

Skills

AI Developmentn8nWorkflow AutomationData AnalysisProblem Solving

Financial Transaction Fraud Detection

Within a 6-person team, built a classification pipeline to label transaction behaviour patterns across 6.36 million transactions (773:1 class imbalance), applying rigorous data accuracy checks to produce reliable, high-confidence outputs for stakeholders. AUC-ROC: 0.9916.

PythonApache Spark
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Published Research, Fuzzy Systems and Soft Computing, Vol. 19

Peer-reviewed publication on personalised recommendations using Random Forest classification.

Random Forest
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Digital Futures Lab – Hyper-Local Food Surplus Coordination Network

Mapped stakeholder processes against evolving regulatory guidelines (EU Reg. 852/2004, 178/2002), applying structured frameworks to ensure ongoing compliance across a multi-stakeholder system.

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