def __init__(self):
self.name = "Mayank Prasad",
self.occupation = "Data Scientist",
self.likes = ["Travel", "Home Automation"]
About Me
Data Scientist with over 7+ years of experience ensuring data correctness, deploying complex machine learning models and statistical modelling algorithm for identifying patterns and extracting valuable insights with domain understanding. Demonstrated ability to effectively engage with technical professionals and end users to identify and translate business requirements. Proven ability to manage group of talented professionals to develop valuable process solutions that satisfy business objectives. AI Enthusiast.
Portfolio
One of my significant achievements includes creating a data analysis and Machine Learning algorithm to determine the age of battery cells from various suppliers. The application forecasts battery aging and degradation ten years ahead of time using measurement data. This experience reflects my dedication to delivering solutions that Achieved enhanced and accelerated cell selection, thus saving significant cost and time of the diagnosis team
Beyond my core projects, I travel, involve in home automation, Finance and investments, and also contribute to CSR initiatives, firmly believing in the connecting with people, power of knowledge sharing and collaborative development. It's my way of staying engaged with various teams and with the latest industry trends.
Timeline
BMW
Mercedes Benz RD India
The National Institute of Engineering, Mysore
Delhi Public School, Bokaro
Dec 2024 - Present
Aug 2017 - Dec 2024
Aug 2013 - Jun 2017
Apr 1999 - Mar 2013
My Work
Cell Ageing Analysis.
Thermal Model Analysis.
Developed Data Analysis system to estimate the age of battery cells from various vendors.
Expertise in Python, Numpy, Pandas, Scikit-Learn, FastAPI, and AWS SageMaker
Implemented EDA, ETL, Machine Learning Model (Regression, XGBoost), evaluation, prediction, Visualization(matplotlib, seaborn, Power BI), AWS SageMaker for deployment.
Application uses cell measurement data to forecast battery degradation and aging of the battery 10 years in advance and classification of cell for Performance vehicle. Thus achieved enhanced and accelerated cell selection, thus saving significant cost and time of diagnosis team.
Developed Data Analysis approach in optimizing battery thermal management for electric vehicles by combining field data and CFD simulations results.
Application uses both supervised and unsupervised learning for rapidly generating accurate models while minimizing human error and model creation time from 720 hours to < 5 hour.
Developed applications using Python and Matlab cross platform, Simulation and better thermal visualization in Matlab environment
Creation of driving profile and power profile for battery variants to ensure battery robustness.
Designed power profiles for lifetime simulation of battery capacity used as input for robustness.
Automated end to end application development and deployment to multiple departments using CICD
Emission Profiling.
Skills
Matplotlib
MATLAB/Simulink
Scikit-Learn
HTML/CSS
TensorFlow
Numpy
SQL
Seaborn
Python
FastAPI
Pandas
AWS SageMaker
AWS / Azure
Power BI
I had the experience of working with Mayank Prasad at the start of his professional career. He is very enthusiastic and has the zeal to learn new technologies and skills. On the technical front, he has the skillset of an advanced developer in Python, Matlab and Requirement Engineering. He also understands the importance of process in a team and has taken significant responsibility in this field. Few of his skills which are quite noticeable as a team member would be organized, proactive, putting forth his opinion and also taking criticism positively. I am sure, this will help him grow as a professional.
Indu Kumari (Senior Test Engineer at Munich Electrification (Battery Management System | ADAS)
Testimonials
Mayank has always proven to be a highly efficient, well self managed, highly professional and technically sound asset to the team. He is well organized, informative & transparent team player. He is kind, helpful and fruitful at every aspects of the work. Working with him has always admired me to look above and beyond the call of duty. He will be a great asset to any organization committed towards fulfilling a sustainable growth.
Mayank is good at Python based software development. He is well organized, hard working, fast learner and have good communication skills. All these attributes were critical when trying to work with different people under strict deadlines on core projects. His agility and adaptability are important skills which helped him in managing several situations and tasks of projects, specially during on-site trips. It was a pleasure to work with him for almost 3 years on several different software projects. Good luck.
Vishal Sharma (Simulation and modeling expert, Battery Modeling, Full Vehicle modelling and Simulation, EV, ex-Volvo, ex-Mercedes Benz, IIT Kanpur, Machine learning enthusiast)
Wanna talk / Hire?
Contact me with any questions or just to say
"Hi ..."
Mayank Prasad.
mayankpd@outlook.com
+91 9591079144