Neel Agarwal Email & Phone Number
Who is Neel Agarwal? Overview
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Neel Agarwal is listed as Data Engineer at Porter, a company with 157 employees, based in Rochester, New York, United States. AeroLeads shows a matched LinkedIn profile for Neel Agarwal.
Neel Agarwal previously worked as Data and ML Engineer at University Of Rochester Medical Center and Data Scientist at University Of Rochester Medical Center. Neel Agarwal holds Master Of Science - Ms, Data Science, 3.9/4.0 from University Of Rochester.
Email format at Porter
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About Neel Agarwal
Data Scientist and Data Engineer, currently pursuing a Master's degree in Data Science at the University of Rochester. I am seeking to leverage my solid foundations in programming, machine learning, deep learning, data engineering, statistical analysis and project management to design products and services that assure meaningful futures via better decision-making and provide realistic solutions for future contingencies.
Neel Agarwal's current company
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Neel Agarwal work experience
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Data And Ml Engineer
Data Scientist
Current- TCNN-Based Predictive Modeling for Anomaly Detection in ECGBuilt a neural network model for real-time heart health monitoring of firefighters.
- Preprocessed and standardized data from wearable devices using ‘os’ for file management and ‘scipy.signal’ for data upsampling, resulting in synchronized and consistent inputs for effective model training.
- Developed and fine-tuned a Temporal Convolutional Neural Network architecture, optimizing hyperparameters to train on ECG data, resulting in a 90% preliminary accuracy with continuous adaptation to new data inputs..
- Optimized heart-rate time series data quality by preprocessing ECG signals, removing noise using statistical analysis and signal processing techniques, resulting in high quality data for extensive EDA to uncover.
- Built a scoring system by segmenting time series data and combining key statistical metrics like variance, median, and time, resulting in a robust metric to quantify heart-rate adaptability to increasing physical stress.
Graduate Teaching Assistant - Data Mining
Current
Data Scientist
CurrentWorking with Wegmans Food Markets as part of Practicum/Capstone contract to build a model for the prediction of time intervals (along with a confidence) between orders of given customers for Wegmans Meals2GO orders.
Strategy And Operations Analyst
- Streamlined customer inventory and sales data integration by designing and deploying an ETL pipeline using MySQL, transitioning from manual to digital records keeping enhancing data accuracy and system reliability.
- Improved operational efficiency by focusing on optimizing the timing of product purchases through detailed data analysis, leading to better pricing strategies and loss minimization.
- Identified cost-reduction opportunities and analyzed strong/weak areas of sales volume using descriptive analysis and data visualization in Tableau, contributing to a 15% increase in profitability and informed loss.
- Developed and implemented credit recovery and profit enhancement measures using detailed data analysis post-COVID-19, which successfully recovered 80% of the original working capital.
Neel Agarwal education
Master Of Science - Ms, Data Science, 3.9/4.0
Bachelor Of Technology - Btech, Computer Science And Engineering, 3.68/4.0
Science - Physics, Chemistry, Maths; Elective - Computer Science
Frequently asked questions about Neel Agarwal
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What company does Neel Agarwal work for?
Neel Agarwal works for Porter.
What is Neel Agarwal's role at Porter?
Neel Agarwal is listed as Data Engineer at Porter.
Where is Neel Agarwal based?
Neel Agarwal is based in Rochester, New York, United States while working with Porter.
What companies has Neel Agarwal worked for?
Neel Agarwal has worked for Porter, University Of Rochester Medical Center, University Of Rochester, Wegmans Food Markets, and Indian Oil Corp Limited.
How can I contact Neel Agarwal?
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What schools did Neel Agarwal attend?
Neel Agarwal holds Master Of Science - Ms, Data Science, 3.9/4.0 from University Of Rochester.
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