Open to opportunities

jayashree sm

@jayashreesm

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Detail-oriented Data Scientist with over 7 years of experience.

India

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my data science skills to drive impactful business solutions.

I am a detail-oriented and results-driven Data Scientist with over 7 years of total experience, including more than 3 years specifically in Data Science and Python. My expertise lies in utilizing machine learning algorithms, statistical models, and data analysis techniques to derive insights that drive business decisions. I have a strong programming background in Python, complemented by extensive experience in data manipulation, model building, and deployment.

Throughout my career, I have developed innovative solutions such as a personalized book recommendation system and optimized data pipelines that enhance user experience and improve recommendation accuracy. I am adept at designing and implementing NLP models for sentiment analysis and entity recognition, and I have successfully collaborated with cross-functional teams to translate business requirements into technical solutions. My commitment to continuous improvement is evident in my ability to build and optimize machine learning models for predictive analytics and anomaly detection.

Experience

Work history, roles, and key accomplishments

Data Scientist Intern

AI Variant

Feb 2024 - Nov 2024 (9 months)

Developed a personalized book recommendation system using Python, machine learning, and NLP, leveraging collaborative and content-based filtering to enhance user experience. Designed optimized data pipelines for efficient processing, improving recommendation accuracy and scalability.

Python Machine Learning Natural Language Processing (NLP)Data Pipelines Web Development

Engineer- Level 2

Meltwater Software Pvt.LTD

Oct 2018 - May 2023 (4 years 7 months)

Developed and deployed NLP models for sentiment analysis, entity recognition, and text classification using Python and relevant libraries. Designed and implemented machine learning pipelines, including data preprocessing, feature extraction, model training, and evaluation.

NLP Python Machine Learning Pipelines scikit learn TensorFlow Pandas NumPy

Engineer Level 1

Sysomos

Oct 2017 - Oct 2018 (1 year)

Utilized SQL for data manipulation and exploratory data analysis, writing complex SQL queries for data extraction, transformation, and analysis across large datasets. Optimized SQL queries for performance, reducing execution time and enhancing database efficiency.

SQL Database Management Data Cleaning data preprocessing

Data Annotator

Gazemetrix

Jun 2016 - Oct 2017 (1 year 4 months)

Annotated large datasets for machine learning models, including image, text, and audio data. Conducted quality checks on annotated data to identify and correct errors, maintaining a high standard of data integrity.

Data Annotation Quality Control Data Integrity Machine Learning

Education

Degrees, certifications, and relevant coursework

BMS College of Engineering

B.E. in Medical Electronics, Medical Electronics

2011 - 2014

Studied Medical Electronics, gaining foundational knowledge in engineering principles and their application in healthcare. Focused on the intersection of electronics and medical technology.

KH Kabbur Institute of Engineering

Diploma in Electronics and Communication, Electronics and Communication

2007 - 2010

Completed a diploma in Electronics and Communication, acquiring core skills in electronic circuits, communication systems, and related technologies. Developed practical expertise in hardware and software aspects of the field.