Summary
Overview
Work History
Education
Skills
Websites
Hobbies and Interests
Projects
Notice Period
Certifications And Achievements
Timeline
Generic

Manish Pandey

Bangalore

Summary

Dynamic Senior Software Engineer at CGI with a proven track record in developing machine learning models that enhanced process efficiency by 30%. Proficient in Python and data visualization, I excel in collaborative environments, driving impactful data-driven solutions and fostering stakeholder engagement through interactive dashboards.

Overview

8
8
years of professional experience

Work History

Senior Software Engineer

CGI
Bangalore
11.2022 - Current
  • Spearheaded development and deployment of machine learning models (Regression, Classification, NLP) driving 30% process efficiency
  • Designed scalable data pipelines using Python, SQL, and ETL tools for real-time data processing and analysis
  • Built interactive dashboards in Tableau, enabling data-driven decision-making for stakeholders
  • Applied Natural Language Processing (NLP) techniques for sentiment analysis and text classification
  • Technologies: Python (Pandas, NumPy, Scikit-learn), SQL, Tableau, ETL, NLP, AWS

Software Engineer

CGI
Bangalore
01.2019 - 10.2022
  • Developed predictive models for business forecasting, improving decision accuracy by 25%
  • Conducted A/B testing and statistical analysis to optimize business processes
  • Automated data extraction and processing pipelines, reducing manual workload by 40%
  • Collaborated with cross-functional teams to design data-driven solutions
  • Technologies: Python, SQL, Tableau, Machine Learning, A/B Testing, Data Pipelines

Associate Software Engineer

CGI
Chennai
12.2016 - 12.2018
  • Assisted in data wrangling, exploratory data analysis (EDA), and feature engineering
  • Supported model development for classification and regression problems
  • Built basic data visualizations to present findings to stakeholders
  • Technologies: Python, SQL, Data Cleaning, EDA, Feature Engineering

Education

B.Tech - Information Technology

West Bengal University of Technology
01.2016

Skills

  • Python
  • Machine learning
  • Data visualization
  • Pandas
  • NumPy
  • Scikit-learn
  • NLTK
  • SQL
  • Tableau
  • Matplotlib
  • Seaborn
  • Regression
  • Classification
  • Clustering
  • Decision Trees
  • Naive Bayes
  • Recommendation Systems
  • Hypothesis Testing
  • A/B Testing
  • Regularization
  • Lasso
  • Ridge
  • Confusion Matrix
  • Text Processing
  • Sentiment Analysis
  • TF-IDF
  • Stanford NER
  • MySQL
  • MS SQL Server
  • ETL
  • Data Pipelines
  • AWS
  • S3
  • EC2
  • Lambda
  • SAFe Certified

Hobbies and Interests

  • Photography
  • Traveling

Projects

KYC Automation, NLP, Document Processing, Automated KYC document verification using NLP and machine learning, reducing processing time by 70%. Voice of Our Members (VOM), Sentiment Analysis, Built sentiment analysis model for member feedback, automating comment categorization and enhancing response time. Product Incubator, Recommendation System, Developed a product recommendation engine for insurance, improving product targeting and revenue forecasting. Email Extraction, Information Retrieval, Automated extraction of financial data from unstructured emails, reducing processing time by 80%. Voice of Our Clients (VOC), Sentiment Analysis, Implemented sentiment analysis and text classification for client feedback, improving service quality.

Notice Period

60 Days

Certifications And Achievements

  • SAFe 5 Certified
  • Pat on Back Award for excellence in KYC Automation Project
  • Certificate of Participation: Fifth International Conference on Business Analytics and Intelligence
  • Achievement Certificate from Pluralsight (Google's Re-skilling India Program) - Expert in Python

Timeline

Senior Software Engineer

CGI
11.2022 - Current

Software Engineer

CGI
01.2019 - 10.2022

Associate Software Engineer

CGI
12.2016 - 12.2018

B.Tech - Information Technology

West Bengal University of Technology

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Manish Pandey