Summary
Overview
Work History
Education
Technical Skills And Tools
Projects
Certification
Timeline
Generic

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 -
PRASHANT RAJENDRANSenior Software Engineer