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APM User

@apmuser

Associate Data Analyst at Moshpit Technologies (FinBox), improving fraud detection accuracy by 30% in BankConnect Analyzer.

India

Message

At Moshpit Technologies Pvt. Ltd. (FinBox), I validate and process bank statements for underwriting, credit risk assessment, and fraud detection. I improved fraud detection accuracy by 30% in the BankConnect Analyzer and built latency monitoring and billing analytics pipelines that reduced manual effort by 50%.

My projects include a laptop price predictor with 90% accuracy and a vegetable classification model that reached 95% accuracy. I’ve also worked on loan eligibility, demand forecasting, and data analytics, using Python, SQL, and machine learning to turn data into practical insights.

Experience

Work history, roles, and key accomplishments

Current

Associate Data Analyst

Current

Moshpit Technologies Pvt. Ltd. (FinBox)

Jan 2026 - Present (8 months)

Validated and processed 1M+ bank statements per month using BankConnect, leveraging SQL, Advanced Excel and Python for accurate financial data extraction, reconciliation, and transaction classification. Improved fraud detection accuracy by 30% and built a real-time latency monitoring dashboard and automated billing analytics pipelines using ClickHouse, reducing manual effort by 50%.

SQL Excel Python Bank Connectivity Clickhouse Data Extraction Reconciliations Fraud Detection Anomaly Detection Root Cause Analysis Dashboarding Automation

Data Science Intern (GenAI)

Innomatics Research Labs

Nov 2025 - Jan 2026 (2 months)

Developed and deployed Generative AI and machine learning models using Python and LLM frameworks, improving automation efficiency by 30%. Implemented MLOps practices including model versioning, pipeline automation, and performance monitoring, reducing deployment time by 25% and improving production reliability.

Python LLM MLOps Model Versioning Pipeline Automation Performance Monitoring Generative AI Machine Learning

Data Associate L1

Infotact Solutions

Apr 2025 - Sep 2025 (5 months)

Contributed to the development and evaluation of machine learning models for predictive analytics, improving model accuracy and key performance metrics. Designed and implemented an automated task management system in Python, improving task tracking efficiency by 40% through data-driven workflow optimization and automation.

Python Machine Learning Predictive Analytics Automation Workflow Optimization

Jr Data Scientist

Meta Scifor Technologies Pvt. Ltd.

Nov 2023 - Sep 2024 (10 months)

Established KPIs with stakeholders and built monitoring dashboards, delivering actionable insights that improved model performance tracking by 25%. Partnered with stakeholders to evaluate model effectiveness and communicate performance trends in a fast-paced, deadline-driven environment.

KPI development Dashboarding Stakeholder Management Model Evaluation Performance Monitoring

Assistant Technical Officer

InterGlobe Enterprises (IndiGo)

Sep 2023 - Oct 2023 (1 month)

Initiated a cross-functional compliance enhancement project, achieving a 15% improvement in regulatory metrics and operational efficiency. Revamped and automated the data collection process, cutting manual entry errors by 25% for streamlined operations. Optimized maintenance operations, reducing resource procurement time by 25% and increasing material availability by 15%.

Compliance Data Collection Automation Process Optimization Maintenance Operations

Assistant Professor

NSS College of Engineering, Kerala

Feb 2019 - Jun 2019 (4 months)

Mentored and guided 250+ undergraduate students in the Department of Instrumentation & Control Engineering, contributing to a 40% increase in placements through targeted academic and career support. Served as Committee Member for the Question Paper Scrutiny Board at APJ Abdul Kalam Kerala Technical University, enhancing examination quality.

Mentorship Academic Support Examination Quality Committee Work Observation