Open to opportunities

Garima Agrawal

@garimaagrawal

Message

I'm a senior software engineer specializing in data engineering and ML.

India

Message

What I'm looking for

I'm seeking roles to build end-to-end data platforms and ML automation on cloud (AWS/GCP), collaborate cross-functionally, deliver scalable pipelines, and grow into technical leadership.

I am a senior software engineer and data practitioner with hands-on experience building scalable ETL pipelines, data warehouses, and ML-enabled products for fintech and analytics teams.

At HCL Tech I created automated code to store API data for Acceldata policies, developed over 10 scripts, and implemented a Py script to split large CSVs into chunks under 100 MB; at IDFC FIRST BANK I developed a model validation script for fraud detection achieving 100% automation. At Discite Analytics & AI I automated recurring data collection for 550+ cities, built a Selenium-based scraper with a Flask API and PostgreSQL, and designed an ML-driven buy/sell recommendation and sentiment-analysis architecture.

I work across AWS and GCP (SageMaker, EMR, Redshift, Glue, BigQuery) using PySpark, Python, SQL, and visualization tools to deliver reliable KPIs, perform UAT for data marts, and optimize ADOC transformation processes. I am collaborative, results-oriented, and focused on owning end-to-end data solutions that scale.

Experience

Work history, roles, and key accomplishments

Current

Sr. Software Engineer

Current

HCL Tech

Oct 2024 - Present (11 months)

Developed automated pipelines and 10+ Python scripts to ingest Acceldata API data into client databases, created policies in dev/prod, and implemented a CSV chunking solution to handle large files under 100 MB, improving ADOC transformation efficiency and KPI reliability.

Python Pyspark API Development AWS Sagemaker ETL Data Engineering CSV

Data Analyst

IDFC First Bank

Jun 2023 - May 2024 (11 months)

Built model validation scripts for fraud detection achieving 100% automation, conducted financial analyses to support strategic decisions, maintained KPI reports for management, and executed UAT for five data marts.

Python SQL Validation Fraud Detection Data Analysis UAT KPIs Stakeholder Management

Data Analyst

Discite Analytics & AI

Jan 2022 - May 2023 (1 year 4 months)

Automated recurring data collection to scrape details for 550+ cities, built Selenium web scrapers with Flask APIs and PostgreSQL, and developed RFM-based customer segmentation plus a buy/sell recommendation and sentiment-analysis architecture.

Selenium Flask PostgreSQL Web Scraping RFM Analysis Machine Learning Data Warehousing

Data Engineer

Tezminds Pvt. Ltd.

Apr 2021 - Dec 2021 (8 months)

Built scalable ETL data pipelines and automated workflows to ingest and transform client data into required warehouse structures, improving data availability for downstream analytics.

ETL Data Pipelines Workflow Automation SQL Hadoop