Open to opportunities

Kushagra Hans

@kushagrahans

Message

I build production data platforms and machine-learning systems for energy assets.

India

Message

What I'm looking for

I'm looking to build production data platforms and machine-learning systems, particularly for time-series analytics and operational asset monitoring, while contributing to architecture, client delivery, and mentorship.

At Quadrical AI, I build production data platforms and time-series machine-learning systems for a 9 GWh BESS portfolio, processing approximately 50 GB of daily data across 8 million tags. I’ve evolved sequential workflows into multiprocessing and Kafka-based services on AWS EKS, ingesting from S3 and APIs into PostgreSQL and InfluxDB.

I develop anomaly detection, LSTM digital twins, and root-cause analysis tools that identify developing equipment issues up to a week before hardware alarms. I also lead client communication, contribute to architecture and UI discussions, and mentor junior developers and data analysts.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer / Data Scientist

Current

Quadrical AI

Dec 2021 - Present (4 years 9 months)

Built stateful, scalable offline data-processing services and developed anomaly-detection approaches for utility-scale energy assets. Led client communication and mentored junior developers.

Python Pandas S3 PostgreSQL InfluxDB Kafka JSON Rule Engine GenAI Anomaly Detection TF IDF SHAP EDA REST APIs Data Pipelines

Associate Consultant

Capgemini

Jul 2018 - Jan 2021 (2 years 6 months)

Developed semantic data models and an analytics data platform using Microsoft on-premise and Azure cloud offerings. Created SQL and Python scripts for data transformation and validation, and designed live Power BI dashboards.

SQL Python Azure Power BI Data Modeling ETL Data Analysis