Data Scientist | ML engineer

Experience

I am a data scientist and software engineer with 3+ years of experience using data and code to solve real-world problems. I have worked on various projects related to data processing, analysis, visualization, machine learning, natural language processing, and software development.

I am proficient in a variety of tools and technologies, including Pyspark, Pandas, Hadoop, Spark, XGBoost, LightGBM, SMOTE, ARIMA, regression models, BERT, Matplotlib, Seaborn, Plotly, AWS, GCP, Unreal Engine 4, QT C++, Python, OpenCV, Docker, Git, and GitHub.

Skills

Python SQL Machine Learning Git Deep Learning NLP Power BI Pandas numpy Jira PySpark Keras/TensorFlow Linux Excel Data Science scikit-learn AWS Data Visualisation

Highlights

I am a data scientist and software engineer with 3+ years of experience in using data and code to solve real-world problems. I have a proven track record of success in delivering high-impact results, including:

Reduced false positives by 3% and improved recall by 5% in an imbalanced dataset using XGBoost, LightGBM, and SMOTE.
I have implemented a data validation process to identify data drift using Kullback-Leibler (KL) Divergence and Jensen-Shannon Divergence, reducing pre-processing time by 13% and boosting productivity by 8%.
Monitored portfolio financial and risk performance, using ARIMA and Regression Models for time-series forecasting to predict risk metrics like PD, and LGD with 90% prediction accuracy.
Initiated and led automation projects, collaborating with IT teams and using SQL, Python, Hadoop, Spark, and Airflow, which increased efficiency by 30%.
Developed 3D video and VR training simulators, and laser detection shooting galleries.
Developed an advanced teacher assistant that bridges math and computer engineering to enhance education, using BERT for speech recognition and text summarization.

These are just a few examples of my accomplishments. I am passionate about using data and code to positively impact the world, and I am always looking for new challenges and opportunities to grow my skills and experience.

I am confident that my skills and experience would be a valuable asset to your team. I am a proactive, thoughtful, and careful learner, eager to contribute to your team's success.

Preferred language

English