Hi There, I'm Pranshu Tiwari
Data Science and Strategy
I completed my MS in Mathematics: Operations Research from Northeastern University, I am Former IBM Senior Inventor and working as Managing Consultant -Data Science and Strategy. My key interest are using AI /Data Science to improve AI/Architecture / Design and Solve Complex Industiral Problems. I also did MS in Data Science(1 subject left) and have done MBA in 2005 from Ponts Tech Paris.
About Me
Address
Address - 836 Willard Street | Quincy, MA 0216
pranshu.ti12@gmail.com
Phone Number
(612) 716-3694
linkedin.com/in/pranshu-tiwari-18973a10/
Pranshu Tiwari has 15 years of experience in Strategic Consulting and is a Data Science /AI Professional. He has MS – Operations Research from Northeastern University-Boston and is a project away from completing his third master’s in data science from University of Wisconsin. He has done MBA from Paris Tech -India and B.E in Electrical Engineering from Madras University. His data science Projects include FOAK Drug Recommendation System, Detect Cancer from CT scans of Brain for academia as well as Text Processing based Supervised Machine Learning. He has leadership experience of 10+ years in field of Consulting & Program Delivery and 4 Granted Patents with 14 Filed Patents in IBM. With Depth and Breadth of deep educational and industrial experience across multiple geographies, he is poised to take challenging opportunities to help companies navigate through various Industrial imperatives of AI/Digital and Cloud. He is avid Tennis player and competes in USTA 4.0 and regional tournaments. He also has interest exploring various Meditation techniques personal and spiritual growth
Tennis
Pranshu is an active tennis player. He has a serve and volley game and has a single handed backhand. He plays singles /doubles twice a week. He competes at USTA, Boston Tennis League. You can refer his latest tennis record on the following link:
Education
B.E. in Electrical Engineering
ENPC-MBA
Master of Science, Mathematics Operations Research
Master of Science, Data science
Highlights - Digital & AI
Artificial Intelligence
- Developed FOAK Persona based Drug Recommendation System based on Content Filtering & Comparison of Predicted Rating based on Different Pre-Processing Architectures
- 90% performance in Brain Cancer Detection using CNN Filters
- 80% Accuracy in Predicting Stock Price Direction based on Different Pre-processing Architectures and RNN models
- Created First of a Kind IBM patented AI based Dev Ops Branching Technique which minimizes build prediction failures
- Developed FOAK IBM Patented Electrical Device Degradation System
Digital / Technology Strategy
- Developed FOAK MDM based Revenue Assurance System for Client in India
- Won Mega Deal for Revenue Assurance Deal in Mexico
- Created a Data Quality Roadmap for Utility in UK to improve its data quality
- Performance Test Strategy for Leading Utility in US
- Led a team for Successful Digital Re-invention Program to compare and Contrast for advanced Digital Programs
- Mobile Commerce Strategy for Leading Telco in Malaysia
- Enterprise Data Quality Roadmap for a Utility in UK
- Customer Transformation Roadmap for Improved Experience in US
- Unique ID Report Assessment to Govt of India
Key Skills
Artificial Intelligence
- Bayesian Theory & Maximum Likelihood
- Unsupervised Machine Learning
- Gradient Descent & Supervised ML
- Matrix Vector Decomposition
- Artificial Neural Network
- Convolution Neural Network
- Fourier & Gabor Transformation
- Natural Language Processing
- Linear & Integer Programming
- Markov Chain & Genetic Algorithm
- Tensor Flow, Kera’s, NumPy, Sklearn & R Libraries
Digital / Technology Strategy
- Client Experience Management
- Application Rationalization
- Transformation Roadmap
- Cloud Migration Assessment
- Information Strategy Roadmap
- Business Analysis
- Mobile Commerce Strategy
- Project Management-Agile & SDP
- Master Data Management Strategy
- RFP & Vendor Selection
PORTFOLIO - PRANSHU TIWARI
PROFESSIONAL EXPERIENCE
Data Scientist | IBM Senior Inventor
Managing Consultant
Work with global enterprise clients to assess needs and operations, and propose solutions to business problems
on assignments
Innovation Engineering & Data Science: Develop intellectual property for IBM, leveraging machine learning
and probabilistic models, deep learning, neural networks, graph theory, and deterministic models
Northeastern University
- Achieve 90% accuracy processing images of humans for detection of brain cancer, based on images using
Keras Tensor Flow (Northeastern University) - Achieved 70% accuracy in recurrent neural network-based text processing using Tensor Flow Python for
prediction of stock prices (Northeastern University) - Accomplished image reduction using Self Developed Functions based on SVD /Matrix Factorization and
clustering for improved performance leveraging Python (Northeastern University)
IBM - Leverage convolution neural network, LSTM networks for image classification and text mining using
Keras Tensor Flow and Neural Net® (IBM) - Created Algorithms on Pattern Prediction, Machine Learning Algorithms for 38 IBM Patents
Digital /Strategy Consulting & Program Delivery: Develop strategy, design and deliver large scale
transformation programs in the U.K., U.S., and India in the insurance, energy and utility, and communications
sectors
- Proposal Development for Sanctioning of New Projects for US Utility in US, UK(National Grid)
- Strategized first of a kind mobile device management solution for a leading telecom in India
- Advised clients on application rationalization and strategy for utilities/CSP in India and U.K.
- Developed solutioning approach in mobile commerce for communication utility in Malaysia
- Won IBM Mega Deal in North America for first of a kind MDM-based approach(Acapuloc Mexico)
- Developed performance test strategy and oversaw testing in production for a major American utility
- Develop IT strategy and road map for utilities including Rationalization
- Data Quality Roadmap for Transmission Utility in UK, Telecommunication in India
Program/Project Management/BDE: Advise clients on pricing approval through GPE,pricing for projects, solution design, team management and effort estimates, as well as metrics/sprint planning and IBM Contractual Management
- Completed project management for micro-services based digital transformation for insurance client
- GPE/Pricing and estimates & contract management using IBM GPE IBM tools (GTM:US team)
- Project managed a gap-analysis program for two digital programs for insurance in U.S.
- Won deals for application support for a utility in south and Midwest
Associate Consultant
Client Advisory, Project Management, and Consulting highlights include:
- Received client appreciation for e-Tize change management program with 200% increase in users
- Completed billing revenue management RFP for utility in India
- Assessed opportunities for Unique ID project leading to India First UID number for all residents
Preparation of RFT Indian Utility.
Patents and Awards
3 Plateau Award from IBM CEO 2017, 2020
Honored IBM Senior Inventor in 2017
Manager Choice Award 2014, 2017
Treasured Wild Ducks 2016
Shared Expertise 2016
Top Contributor 2015, 2016,2017
PATENTS BY INVENTOR PRANSHU TIWARI
Pranshu Tiwari has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
Patent number: 11093229
Abstract: A failure rate model modeling a failure rate of a training functionality deployment in a training set of functionality deployments is constructed. The failure rate model is configured to receive functionality deployment data and output a corresponding failure rate prediction. Using the failure rate model, a set of functionality deployment failure rates is predicted, a functionality deployment failure rate in the set of functionality deployment failure rates corresponding to an upcoming functionality deployment. Using the set of functionality deployment failure rates, a deployment sequence of the set of upcoming functionality deployments is constructed to minimize a predicted overall failure rate of the set of upcoming functionality deployments. The deployment of each functionality deployment in the set of upcoming functionality deployments is caused, the deployment comprising activating the upcoming functionality program code according to the deployment sequence.
Type: Grant
Filed: January 22, 2020
Date of Patent: August 17, 2021
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventors: Pranshu Tiwari, Harish Bharti, Naveen Narayanaswamy, Ram Prasad Reddy Munagala
Publication number: 20210241392
Abstract: Methods and systems for metrics for energy saving and response behavior are disclosed. A method includes: receiving, by a computing device, for each of a plurality of energy users, consumption time series data from a smart meter of the energy user; determining, by the computing device, for each of the plurality of energy users, demographic data of the energy user; clustering, by the computing device, the energy users based on the consumption time series data and the demographic data; identifying, by the computing device, a plurality of groups of energy users based upon the clustering; and determining, by the computing device, an energy saving program to associate with each of the plurality of groups.
Type: Application
Filed: February 5, 2020
Publication date: August 5, 2021
Inventors: Pranshu TIWARI, Harish BHARTI, Saurabh TREHAN, Anshul CHETAL