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Hiten Mandhyan

@hitenmandhyan

I’m a Python & SQL data analyst delivering BI dashboards and analytics engineering through normalized data models and automated ETL.

India

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What I'm looking for

I’m looking for a role where I own analytics end-to-end—data modeling, automated ETL, and BI dashboards. I want to work with stakeholders, improve data quality, and ship production analytics that replace manual reporting.

I’m a Python/SQL analyst with production experience across fintech, agritech, and AI. I build reliable analytics end-to-end—raw ingestion, data modeling, EDA, and stakeholder-ready outputs—so teams stop relying on manual reporting and start using structured, queryable insight.

In Swapro Agritech, I designed normalized relational schemas for inventory, orders, and customers, optimized SQL query layers, and automated weekly operational reporting. I also implemented KPI monitoring queries across sales and stock to standardize business metrics used in weekly decision reviews, while maintaining data integrity through validation and cleaning.

In Ometaura AI, I engineered ML inference pipelines that convert unstructured model outputs into normalized datasets, then used backend performance logs to pinpoint latency root causes and optimize queries. I’ve also delivered schema-driven analytics in client and internship work—plus GitHub-based AI and retail analytics dashboards—to turn messy inputs into automated, self-serve reporting.

Experience

Work history, roles, and key accomplishments

Full-Stack Developer Intern

NainTaara Foundation

May 2026 - Jun 2026 (1 month)

Designed a schema-driven volunteer and impact-tracking data model to enable structured community analytics. Produced exportable stakeholder reports from a single source of truth to streamline reporting workflows.

Community Analytics Data Validation SQL Python

Business Dev & Database Associate

Vortex Fintech

May 2026 - Jun 2026 (1 month)

Standardized and normalized client, property, and transaction databases to improve lead-analysis data quality. Validated and cleaned multi-source datasets to ensure data integrity and power accurate stakeholder performance reporting.

Data Cleaning Data Integration SQL Data Integrity Data Architecture

AI/ML Backend & Data Developer

Ometaura AI

Apr 2026 - Jun 2026 (2 months)

Engineered ML inference pipelines that transformed unstructured model outputs into normalized, queryable datasets for downstream analytics. Analyzed backend performance logs to identify latency root causes and implemented query optimizations to improve pipeline responsiveness.

Data Normalization Query Optimization Data Modeling Python Data Pipeline Engineering

Data & Backend Developer

Swapro Agritech LLP

Jan 2026 - Mar 2026 (2 months)

Designed normalized relational schemas for inventory, orders, and customer entities, optimizing SQL query layers to remove manual data pulls. Automated weekly operational reporting and standardized KPI monitoring across sales and stock dimensions for stakeholder decision reviews.

SQL Query Optimization KPIs Data Automation Data Reporting Query Layer Tuning Business Analytics

Web Development Intern

Early Edge

May 2025 - Jun 2025 (1 month)

Automated Python asset-migration and deployment pipeline scripts to eliminate manual file operations. Reduced production content delivery overhead by streamlining deployment workflow automation.

Automation (Python Asset Migration Automation Workflow Automation Performance Optimization Agile Collaboration