Shiladitya Chakraborty, Ph.D.
3935 Beasley Drive Erie,CO
Summary
Senior Data Scientist with 7+ years of overall experience, and track record of delivering high-value AI solutions for top industry leaders across diverse domains . Strong programming, cloud computing, quantitative and research background with an excellent grasp of diverse data analytics and AI/ML tools.
Overview
13
13
years of professional experience
Work History
Senior Data Scientist
Infosys
09.2021 - Current
- Provided Data Science, and AI consultancy services to a top supply chain corporation
- Designed, developed and implemented NLP and Deep Learning - based solutions for improving search engine user experience that significantly helped improve user satisfaction and adoption
- Conceptualized and drafted Intellectual Property Invention Disclosure documents for novel AI use cases
Senior Associate Data Scientist
Infosys
07.2018 - 02.2021
- Led Data Science Consultancy programs for clients representing top companies from diverse domains
- Conceptualized, developed and implemented AI/ML solutions to solve complex business problems, including:
- For a leading engineering manufacturer, Implemented a ML-driven fault diagnostic tool for a that reduced technician effort from days to minutes
- At a prominent multinational consumer goods manufacturer, built highly predictive ML-based demand forecasting solution that helped the client's demand planning more efficient
- For a leading telecom giant, delivered AI-based solutions for identifying, predicting and uncovering highly valuable customer usage patterns
Machine Learning Consultant
Jobgator
06.2017 - 01.2018
- Built a resume improvement algorithm that helps job seekers tailor a resume to a job description -Built a job recommendation engine for job seekers based on their skills and experience
AI Research Engineer
Danale Inc
08.2017 - 12.2017
- Developed a computer vision pipeline to power home IoT security devices for tasks such as: -Intruder detection (95% accuracy).
- Facial recognition with a (89% accuracy).
Machine Learning Fellow
Startup.ML
San Francisco, CA
06.2016 - 10.2016
- Built machine-learning products in an agile, client-facing startup environment, including: -
- Dynamically extract popular topics from user texts posted on a messaging app.
- Building highly accurate predictive solution for battery failure using early cycles electrical data.
Senior Knowledge Engineer
Reasoning Mind
Houston, TX
01.2012 - 01.2015
- Developed a machine learning model to time lessons.
- Designed A/B test on products.
- Peer-reviewed colleagues' work, trained and mentored new employees.
Education
Postdoctoral - Physics
University of Sherbrooke
2011
Ph.D - Physics
University of Illinois
2009
Integrated M.Sc - Physics
Indian Institute of Technology Kanpur
2003
Skills
- Programming: Python, R, C/C
- Data analysis: SQL, pandas, Statistics and Probability
- Cloud/Deployment Tools: AWS, Azure, Databricks, Kubernetes, Sagemaker, Docker
- Machine Learning: classification, regression, clustering, anomaly detection, timeseries forecasting, deep learning
- Natural Language Processing: language models, word embeddings, topic-modeling, Recurrent Neural Networks, Transformers
- Computer vision: object detection, face recognition, Convolutional Neural Networks
Timeline
Senior Data Scientist
Infosys
09.2021 - Current
Senior Associate Data Scientist
Infosys
07.2018 - 02.2021
AI Research Engineer
Danale Inc
08.2017 - 12.2017
Machine Learning Consultant
Jobgator
06.2017 - 01.2018
Machine Learning Fellow
Startup.ML
06.2016 - 10.2016
Senior Knowledge Engineer
Reasoning Mind
01.2012 - 01.2015
Postdoctoral - Physics
University of Sherbrooke
Ph.D - Physics
University of Illinois
Integrated M.Sc - Physics
Indian Institute of Technology Kanpur
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