PRASHANT RAJENDRAN
Senior Software Engineer
Pune
Summary
Results-oriented and innovative Senior Software Engineer with 4+ years of experience. Easily communicates complex technical requirements to non-technical stakeholders. Excellent leadership record of leading development teams in enterprise-wide development projects.
Overview
4
4
years of professional experience
5
5
Certifications
Work History
Senior Software Engineer DE/DS
Bizmetric
04.2021 - Current
- Led cross-functional teams in data engineering and data science, mentoring junior developers and driving team productivity.
- Provided exceptional client support, promptly addressing concerns and implementing software enhancements.
- Successfully managed multiple projects, meeting strict deadlines and maintaining high-quality standards.
- Developed automation pipelines, resolving complex technical issues and enhancing software functionality.
- Maintained detailed documentation, facilitating knowledge sharing among team members.
Junior Data Scientist
Mitigiti
03.2020 - 04.2021
- Streamlined team productivity by automating repetitive tasks with Python scripts.
- Improved data accuracy through rigorous cleaning and preprocessing of datasets.
- Evaluated model performance using diverse metrics, optimizing outcomes for enhanced results
Data Science Intern
AgrobiumTechnologies LLP
01.2020 - 03.2020
- Ensured reliable dataset inputs through rigorous cleaning and validation processes.
- Uncovered actionable business insights by identifying trends in large datasets.
- Proficiently utilized Python and relevant libraries for effective execution during the internship.
Education
Bachelor of Engineering - Computer Engineering
All India Shri Shivaji Memorial Society's COE
Pune 04.2001 -
Technical Skills And Tools
- Python Libraries - Azure, NumPy, Pandas, Pandas-Profiling, D-Tale, Sweet-viz, Auto-viz, Matplotlib, Scikit-Learn, NLTK, PyCaret, Dash , Airflow etc.
- Machine Learning - Linear Regression, Logistic Regression, KNN, Decision Tree, Random Forests, SVM, K-Means Clustering, Naïve Bayes, Apriori Algorithm, NLP.
- Cloud Platforms : Microsoft Azure - Azure SQL, ADF, Azure DevOps, Data Bricks, ML Studio Google Cloud Platform – Google Cloud Storage, Google Big Query.
Projects
1. Predicting Canonical SMILES with Classification and Regression Models
- Responsibilities: Preprocessed data, calculated descriptors using RDKit, generated models with PyCaret, created a prediction script.
2. Designing and Automating ETL Pipeline using GCP, Talend Jobs, and Airflow
- Responsibilities: Extracted data with Talend jobs, scraped PDFs to CSV, uploaded data to GCS and GBQ, created views for dashboards, connected to Azure SQL Server, automated processes with Airflow.
3. Designing ETL Pipeline for SmartPM
- Responsibilities: Designed architecture, extracted data via APIs, managed data in databases, deployed on Azure Databricks, connected to Azure SQL Server, implemented row-level security, secured credentials with Azure Key-vault, triggered scripts from Azure Data Factory, handled Power BI dashboards.
4. Exxon Mobil MLOps for BERT Use Case Model
- Responsibilities: Created pipelines with YAML, developed Python scripts for CI-CD, integrated hyper-parameter tuning (Optuna), connected to Azure Cloud Storage, developed and deployed a UI using Plotly Dash on Azure.
5. Designing and Implementing ML Sales Prediction Model Architecture on Azure Cloud Services
- Responsibilities: Designed architecture, refactored code, deployed scripts, connected to Azure SQL Server and CRM, secured credentials, triggered scripts from Azure Data Factory, scheduled jobs.
6. Creating Multiple Utilities
- Responsibilities: Designed utilities (Box, SQL Database, Storage, Anaplan, Excel Parser), secured credentials with Azure Key-vault, deployed scripts on Azure Databricks.
Certification
Databricks Data Engineer Associate
Timeline
Senior Software Engineer DE/DS
Bizmetric
04.2021 - Current
Junior Data Scientist
Mitigiti
03.2020 - 04.2021
Data Science Intern
AgrobiumTechnologies LLP
01.2020 - 03.2020
Bachelor of Engineering - Computer Engineering
All India Shri Shivaji Memorial Society's COE
04.2001 -
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