Sonal Gupta

Data Engineer

Bengaluru, India 3+ yrs exp 87 · Excellent

About

Data Engineer with hands-on experience designing and automating ETL/ELT pipelines across large structured and unstructured datasets, building reliable data infrastructure for downstream analytics and machine learning. Proficient in Python, SQL, Snowflake, AWS, Apache Airflow, and Docker, with additional experience deploying ML/NLP models (up to 96% accuracy) and BI dashboards on top of the pipelines built. Experienced orchestrating end-to-end data workflows — from ingestion and storage to automated processing — that improve data reliability and cut manual turnaround time. Seeking Data Engineer roles in Bengaluru.

Skills & Expertise (38)

Python Intermediate

6.5/10

0.4

Years Exp

SQL Intermediate

6.0/10

0.4

Years Exp

Tableau Intermediate

6.0/10

0.4

Years Exp

Power BI Intermediate

6.0/10

0.4

Years Exp

MySql Intermediate

6.0/10

0.4

Years Exp

Pandas Intermediate

6.0/10

0.4

Years Exp

NumPy Intermediate

6.0/10

0.4

Years Exp

scikit-learn Intermediate

6.0/10

0.4

Years Exp

Data Wrangling Intermediate

6.0/10

0.4

Years Exp

Apache Airflow Intermediate

5.5/10

0.4

Years Exp

Clustering Intermediate

5.5/10

0.4

Years Exp

Classification Intermediate

5.5/10

0.4

Years Exp

Regression Intermediate

5.5/10

0.4

Years Exp

ELT Intermediate

5.5/10

0.4

Years Exp

ETL Intermediate

5.5/10

0.4

Years Exp

TensorFlow Intermediate

5.0/10

0.4

Years Exp

Keras Intermediate

5.0/10

0.4

Years Exp

XGBoost Intermediate

5.0/10

0.4

Years Exp

PCA Intermediate

5.0/10

0.4

Years Exp

Plotly Intermediate

5.0/10

0.4

Years Exp

Matplotlib Intermediate

5.0/10

0.4

Years Exp

Git Intermediate

5.0/10

0.4

Years Exp

AWS S3 Intermediate

5.0/10

0.4

Years Exp

MongoDb Intermediate

5.0/10

0.4

Years Exp

AWS EC2 Intermediate

4.5/10

0.4

Years Exp

Dash Intermediate

4.5/10

0.4

Years Exp

Selenium Intermediate

4.5/10

0.4

Years Exp

BeautifulSoup Intermediate

4.5/10

0.4

Years Exp

Snowflake Intermediate

4.5/10

0.4

Years Exp

Docker Intermediate

4.5/10

0.4

Years Exp

RNN Intermediate

4.5/10

0.4

Years Exp

ANN Intermediate

4.5/10

0.4

Years Exp

CNN Intermediate

4.5/10

0.4

Years Exp

Minio Intermediate

4.0/10

0.4

Years Exp

DBeaver Intermediate

4.0/10

0.4

Years Exp

AWS (S3 AWS (EC2 GitLab CI

Work Experience

Data Engineer

Forsk Technologies

Jun 2023 - Present

Designed and maintained ETL pipelines for structured and unstructured datasets, improving data reliability for downstream analytics. Automated ETL workflows using Apache Airflow, significantly cutting manual processing effort and turnaround time. Built interactive Power BI and Tableau dashboards to communicate analytical findings to stakeholders. Applied model selection techniques for business problems, evaluating performance via precision, recall, and F1-score.