About
Data Scientist & Freelancer.
- Website: www.abishpius.itsben.in
- Phone: +1 (412) 482-2088
- City: Pittsburgh, PA
- Age: 27
- Email: abishpius@gmail.com
- Freelance: Available
Hello World !
My name is Abish Pius and welcome to my webpage. After spending two decandes in the natural sciences, I recently became excited by the vast opportunity present in the world of Data Sciences. My ambition is to become a machine learning engineer and bridge the gap between healthcare and data science through advancements in cloud computing technologies. I consider myself a rather avid learner and exceptional creative dilettante. The primary language I like to use for scripting is R, albeit I am familiar with C, JAVA, Python and Matlab; while for cloud computing I prefer Google Cloud, but am also very familiar with AWS. If you would like to learn more about me, please check out the rest of the website below!
Facts
Happy Clients
Projects
Years Experience
Awards
Skills
Resume
Summary
Abish Pius
Data Scientist with strong math background and 3+ years of experience using predictive modeling, data processing, and data mining algorithms to solve challenging business problems. Involved in Python open source community and passionate about deep reinforcement learning.
- Pittsburgh, PA
- +1 (412) 482-2088
- abishpius@gmail.com
Education
Masters of Science in Computational Biomedicine
2019 - 2020
University of Pittsburgh, Pittsburgh
Bachelor’s of Science in Neuroscience
2013 - 2017
University of Pittsburgh, Pittsburgh
Professional Certifications
AWS Certified Cloud Practitioner
2022
AWS
Data Engineering with Google Cloud Professional Certificate
2020
Coursera
Work Experience
Data Scientist
Jan 2021 - Present
United States Steel Corporation, Pittsburgh, PA
- Designed iron ore price 6-month forecasting model alongside a hedging decision strategy with expected returns >10% compared to baseline. Productionalized ingestion and modelling pipelines using kedro.
- Built statsmodel for 1 to 3 month grinding materials price forecast. Led discussion with business team on sourcing new data, pitfalls of relying on limited data, and preventative maintenance of models.
- Counted pipe inventory for different production plants using Azure custom vision and Oracle vision tool with 98% precision.
Freelance Big Data Solutions Expert
Oct 2021 - Present
UpWork, ID: freelancers/ 01d2db74395151722c
- Completed 30+ jobs, received Top Rated status and earned membership in the Stanford Talent Cloud for successful analysis on Sensomics startup data within GCP Vertex AI.
- Consulted as a Data Science Lead for Trajum Analytics improving medical appointment booking systems through a hosted model endpoint on GCP AI Platform API.
- Consulted Vitro Technology Corporation in building a POC dashboard for SNMP Thingsboard data in AWS utilizing S3, Redshift and QuickSight.
Data Scientist
July 2017 - Sep 2020
McGowan Institute of Regenerative Medicine, South Side, PA
- Pre-processed large genomics data parallelly on multiple compute nodes using bash and slurm scripting. Cleaned and visualized gene sequencing data using R Bioconductor and Python Scanpy to display differences in skeletal muscle health.
- Utilized Cell Profiler CNNs to segment cells from fluorescent microscopic images and used random forest algorithms to classify young versus old muscle stem cells as well as PCA to identify distinct cell subpopulations.
