Meditation, gifting handlettered gifts as a token of gratitude for people who help me in small or big way, and a beginner in Bharatnatyam dance
Saylee Muley
Data Scientist
Bangalore
Summary
Experienced professional with 4 years of track record in the data science domain. A go-getter who thrives in challenging environments, creating top-notch solutions using natural language processing, information retrieval, and machine learning skills and the ability to communicate complex insights.
Overview
5
5
years of professional experience
6
6
years of post-secondary education
4
4
Languages
Work History
Data Scientist
Prescience Decision Solutions
01.2023 - Current
- Contributed to multiple successful PoCs converting to projects, saving 150 man-hours per week in the US healthcare domain
- Key role in understanding a business problem statement by client interactions, converting it to a technical problem statement, and designing and implementing the approach
- Designed and implemented a Transformer based Question and Answering system using Tensorflow and BERT
- Experienced in designing and implementing ML model-based data ETL pipelines for US healthcare documents
- Communicate complex data insights and model results to technical and non-technical stakeholders through clear reports, and presentations
- Keep up to date with the latest machine learning and data science advancements, and contribute to continuous improvement of team processes, tools, and techniques
- Assist in mentoring junior team members.
Machine Learning Engineer
Prescience Decision Solutions
02.2021 - 01.2023
- Converted unsupervised problem to supervised for price optimization, impressing leadership teams
- Automated process for health insurance rejection code, achieving exceptional results of 90% recall which impressed clients
- Utilized NER, POS, knowledge corpus, and business rules for semantic and syntactic understanding of the text and derive business-relevant output.
Senior Data Analyst
Prescience Decision Solutions
01.2020 - 02.2021
- Developed end-to-end chatbots for medical, FAQ, and customer care support using Rasa platform, NLP, python, and basic Kubernetes
- Contributed to Information Retrieval product using Elasticsearch and deep learning.
Senior Solution Design Analyst
Cerner Corporation
06.2018 - 01.2020
- Independently developed a Natural Language-based text processing engine for resume parsing
- Trained NER model using spacy, ranked resumes based on job descriptions and built a demo UI with Django
- Demonstrated strong skills in NLP, dataset preparation, and algorithm development.
Education
M.TECH -
INDIAN INSTITUTE OF TECHNOLOGY
Kharagpur 06.2016 - 05.2018
B.TECH -
GOVERNMENT COLLEGE OF ENGINEERING
AMRAVATI, MAHARASHTRA 06.2012 - 05.2016
Skills
Research and experiments
Results analysis
Teamwork and Collaboration
Analytical and Critical Thinking
Interpersonal Communication
Multitasking Abilities
Decision-Making
Machine learning
Excellent Communication
Planning and Coordination
Active Listening
Critical Thinking
Attention to Detail
Dependable and Responsible
Cultural Awareness
Additional Information
- Arecanut-induced fibrosis display dual phases of reorganising glycans and amides in skin extracellular matrix, International Journal of Biological Macromolecules, Volume 185, 31 August 2021, Pages 251-263
- 4 posters presented at 2 International conferences.
Interests
Quote
Every problem is a gift—without problems we would not grow.
Tony Robbins
Timeline
Data Scientist
Prescience Decision Solutions
01.2023 - Current
Machine Learning Engineer
Prescience Decision Solutions
02.2021 - 01.2023
Senior Data Analyst
Prescience Decision Solutions
01.2020 - 02.2021
Senior Solution Design Analyst
Cerner Corporation
06.2018 - 01.2020
M.TECH -
INDIAN INSTITUTE OF TECHNOLOGY
06.2016 - 05.2018
B.TECH -
GOVERNMENT COLLEGE OF ENGINEERING
06.2012 - 05.2016