Open to opportunities

Aravind Konakondla

@aravindkonakondla1

Message

I am a Senior Data Scientist/ML Engineer with 9+ years in big-data AI.

United States

Message

What I'm looking for

I seek a senior data science/ML role to lead end-to-end ML solutions on cloud-scale data, mentor teams, and deliver measurable business impact in an agile, collaborative environment.

I am a Senior Data Scientist and ML Engineer with 9+ years building scalable analytics and machine learning solutions across cloud and big-data environments. I design end-to-end pipelines, predictive models (Random Forest, SVM, XGBoost) and production deployments using Spark, TensorFlow and cloud platforms.

I have led projects for large financial and healthcare clients, mentored junior data scientists, published R&D findings and presented at conferences. I translate business requirements into robust data products, emphasizing data governance, automation and actionable visualizations.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Scientist/ML Engineer

Current

BNY Mellon

Jan 2024 - Present (1 year 7 months)

Led design and execution of large-scale data mining and predictive modeling using Spark, Python, and TensorFlow to enable data-driven decisions and production ML deployments. Built ETL pipelines and visualizations with Hive, Redshift, and Tableau while mentoring junior data scientists and driving data governance.

Apache Spark Python TensorFlow SQL Apache Hive Amazon Redshift scikit learn Tableau

Data Scientist/ML Engineer

Global Atlantic

Oct 2021 - Dec 2023 (2 years 2 months)

Developed and productionized predictive analytics and fraud/loan-default models using PySpark, Scikit-learn, and ensemble methods to improve predictive accuracy and operational efficiency. Automated data workflows and published Tableau assets while collaborating with cross-functional teams to translate business needs into analytics solutions.

Apache Spark Pyspark AWS scikit learn SMOTE Tableau Pandas NumPy

Data Scientist

RxSense

Nov 2019 - Sep 2021 (1 year 10 months)

Led development and operationalization of ML models and real-time data pipelines using TensorFlow, PyTorch, Kafka, and Spark, integrating CI/CD and containerized deployments for scalable production. Implemented data governance, serverless processing, and interactive dashboards to improve analytics availability and stakeholder insights.

TensorFlow PyTorch Keras Apache Kafka Apache Spark Kubernetes Docker Google BigQuery Snowflake

Data Integration Analyst

Iota Technologies Ltd

Mar 2017 - Jul 2019 (2 years 4 months)

Engineered and managed ETL workflows and integrations using Informatica, Apache NiFi, and Oracle Data Integrator to ensure high data quality and efficient data exchange across systems. Automated transfers, monitored integrations, and documented processes to sustain continuous operation and improved data accessibility.

Informatica Apache NiFi ETL Oracle Data Integrator SSIS Apache Kafka SQL

Data Analyst

eNoah iSolution Private Limited

Aug 2015 - Feb 2017 (1 year 6 months)

Performed data analysis and reporting using PostgreSQL, Hadoop, and Apache Spark while building dashboards in Power BI and QlikView to surface actionable insights for stakeholders. Conducted data validation, cleaning, and integration to support analytics projects and maintain data reliability.