Piyush Priyam
Data Scientist | Python Developer | Data Analyst
Halifax,Nova Scotia
Summary
Inspiring Data Scientist, Data Analyst and Python Developer having broad-based experience in building data-intensive ML models, data visualization, Python solutions and overcoming complex architectural, and scalability issues. Proficient and specialized in predictive modelling, NLP, neural networks, data processing, data mining algorithms, and scripting languages, including Python and R. Focused, creative, innovative personal with high problem-solving and critical thinking skills.
Overview
4
4
years of professional experience
5
5
years of post-secondary education
8
8
Certifications
Work History
Data Scientist, Data Analyst and Python Developer
Freelancer
Pune, India
05.2021 - 06.2022
- Developed and implemented a machine learning model that significantly improves a business metric, such as revenue, customer retention, or operational efficiency
- Conducted a data-driven analysis that leads to a significant cost reduction or revenue increase for the organization
- Collaborated with cross-functional teams to develop and implement data-driven strategies and initiatives.
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling.
- Extracted and interpreted data patterns to translate findings into actionable outcomes.
Software Engineer
TietoEvry
Pune, India
06.2018 - 04.2021
- Researched, designed and implemented machine learning applications to solve business problems affecting the performance of service now
- Composed production-grade code to convert machine learning models into services and pipelines to be consumed at a web-scale
- Designed, implemented, and evaluated new models and rapid software prototypes to solve problems in machine learning and systems engineering.
- Promoted experience with Kubernetes, Docker, Amazon Web Services and Azure.
- Leveraged mathematical techniques to develop engineering and scientific solutions.
- Applied loss functions and variance explanation techniques to compare performance metrics.
- Prototyped machine learning applications and quickly determined application viability.
- Leveraged artificial intelligence and machine learning algorithms for standalone products and enhanced existing product offerings.
- Designed, built, automated, deployed, monitored, and maintained the machine learning production model and CI/CD pipelines.
Education
Master of Science - Computing and Data Analytics
Saint Mary's University
Halifax, NS 09.2022 - Current
Bachelor of Engineering - Electronics and Telecommunications
Savitribai Phule Pune University
08.2013 - 08.2017
Skills
Machine Learningundefined
Accomplishments
- Synthetic Data Store
- To comply with GDPR, developed data-store engine to replace real production data with synthetic data using Python
- Created SQL queries from data transformation to be used by the data-store engine
- Designed user-interface in Angular for the engine to interact with databases
- Developed Machine learning models using PyTorch to scan data and identify GDPR-sensitive fields like SIN, Names, Addresses etc
- Developed different masking techniques and data replacement functions in Python for the systemization of data
- ML-Driven Automation Platform
- Developed a Script-less Test Automation platform for manual testers to create automated test scripts
- Designed and developed REST APIS using Python and flask to help the platform communicate with the user interface
- Integrated the engine with a UI platform which enables users to generate test scripts in a preferred language such as Selenium (Java), Selenium (Python), and Robot-framework
Certification
Transformers for NLP using Large Language Models
Certificates
· Advanced Coding in Artificial Intelligence at the University of Helsinki
· Machine Learning at Stanford University (Coursera)
· AWS: Deployment, Provisioning, and Automation
· Advanced AI: Transformers for NLP using Large Language Models
· Advanced NLP with Python for Machine Learning
· Apache Spark Essential Training: Big Data Engineering
· Transformers: Text Classification for NLP Using BERT
· Design Thinking Practitioner Badge at IBM
Projects
· Dashing Through the Snow
· Sentiment Analysis with NLP and Scikit-Learn
· Classification and Clustering on Customers and Products Sales
Profiles
· GitHub
Timeline
Master of Science - Computing and Data Analytics
Saint Mary's University
09.2022 - Current
Data Scientist, Data Analyst and Python Developer
Freelancer
05.2021 - 06.2022
Software Engineer
TietoEvry
06.2018 - 04.2021
Bachelor of Engineering - Electronics and Telecommunications
Savitribai Phule Pune University
08.2013 - 08.2017
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