Manmohan Singh

Data Engineer

Bengaluru, Karnataka, India11 yrs 10 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in predictive modeling and analytics.
Proficient in data visualization using Tableau.
Strong background in machine learning and NLP.

Stackforce AI infers this person is a Data Engineer specializing in utilities and machine learning applications.

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Skills

Core Skills

Data AnalysisData VisualizationPredictive Modelling And AnalyticsSentiment AnalysisMachine Learning

Other Skills

Electric power consumption prediction modelTableau dashboard designData miningSQL query creationDeepSpeech model implementationElectric power consumption predictionTableauNatural Language ProcessingDeepSpeechStatistical analysisData modelingETL process automationPython module developmentCustomer behavior analysisUnix scripting

About

I am a Data Engineer with a demonstrated history of delivering large, complex projects. I have a passion for technology and the positive impact it creates in business transformation and process improvement. Highly skilled in Data Analysis through tableau and developing deep learning and machine learning models. I focus on statistical analysis, consumer profiling, and automating analysis using python analytics packages. Key Skills: -Data Analysis -Data Visualization -Predictive Modelling and Analytics -Sentiment Analysis -Team Incubation Key Technologies and Methodologies: -Quantitative/Statistical analysis -Python, PySpark -Natural Language Processing -Tensorflow, PyTorch -Tableau (Data Analysis and KPI reporting) -SQL - Analysis Automation - Google Cloud Platform - Git

Experience

11 yrs 10 mos

Total Experience

2 yrs 11 mos

Average Tenure

3 yrs 11 mos

Current Experience

Swiss re

Data Engineer

Jul 2022 – Present · 3 yrs 11 mos · Bengaluru, Karnataka, India

Landis+gyr

Senior Data Analyst

Jan 2019 – Jul 2022 · 3 yrs 6 mos · India

1. Developed and deployed an Electric power consumption prediction model for an Electric Utility.
2. Designed and implemented a Tableau dashboard having KPIs and custom reports.
3. Sentiment analysis done on survey Data for utility customer feedback.
4. Efficient in Data mining and data visualization.
5. Excellent technical and analytical skills with a clear understanding of the ETL process and project architecture.
6. Created SQL query and algorithm for custom reports as per the utility requirements.
7. DeepSpeech model implementation to help the Product support team with the creation of tickets from voice messages.

Electric power consumption prediction modelTableau dashboard designSentiment analysisData miningData visualizationSQL query creation+3

Dunnhumby

Senior Data Developer

Feb 2017 – Jan 2019 · 1 yr 11 mos · Gurgaon, India

1. Use statistical methods to analyze data and generate useful business reports.
2. Use data to create models that depict trends in the customer base and the consumer population as a whole.
3. Work with client to outline the specific data needs for each business method analysis project.
4. Automated end to end ETL process for new client.
6. Improves the Efficiency of different algorithm.
7. Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

Statistical analysisData modelingETL process automationData AnalysisMachine Learning

Infosys

Senior System Engineer

Jul 2014 – Jan 2017 · 2 yrs 6 mos · Bangalore

1. Develop python module for client segmentation.
2. Develop module to analyze customer behavior.
4. Improves the Efficiency of scripts.
5. Develop Unix scripts.
6. Develop and direct software system testing and validation procedures, programming, and documentation.

Python module developmentCustomer behavior analysisUnix scriptingData Analysis