Sharanya Manohar
Data Scientist | Caterpillar | 3+ years of experience | Python • SQL • EDA • Machine Learning • NLP • AI • Statistics • Power BI • LLM | Research and Modeling | Product strategy and insights
- Role
- Data Scientist at Caterpillar Inc.
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Sharanya Manohar
About Me:As a Data Science professional with 3+ years of experience, I bring a blend of technical expertise and practical experience to the table. With a foundation in Data Science, my academic journey has been a mix of theoretical knowledge and hands-on technical skills.Professional Experience:My career path has been marked by roles that span the full range of Data Science and Software Development - from a Data Scientist at the Center for Research in Space Science and Technology in Bengaluru, where I played a pivotal role in satellite telemetry and analytics, to a Graduate Hourly Student Worker at the Discovery Partners Institute in Chicago, focusing on electric vehicle charging optimization using Python SQL and Django.Technical Skills:Programming Languages & Frameworks: Python, R, SQL, JavaScript, HTML, CSS, ReactJS, REST API, Django, Flask Big Data & Others: Spark, Hadoop, MongoDB, Tableau, PowerBI, Python (scikit-learn, numpy, pandas, matplotlib), API Data Science and Machine Learning: A/B testing, ETL, Causal analysis, Data science pipeline (cleansing, wrangling, visualization, modeling, interpretation), Statistics, Time series, Bayesian, Experimental design, Hypothesis testing, TensorFlow, PyTorch, WordNet, NLTK, OpenCV Looking Forward:As I move on in my professional journey, I am looking forward to using my skills in a challenging environment where I can continue to grow and contribute. My goal is to work on projects that push me to learn new technologies and contribute to data solutions better.Connect with Me:Feel free to reach out if you\'re interested in discussing technology, data or potential collaboration
Experience
Data Scientist
Sep 2024 — Present · IL, US
Resource Industries Data Solutions Team
Education
University of Illinois Chicago
Master's degree, Computer Science (Data science concentration)
Visvesvaraya Technological University
Bachelor of Engineering, Electronics and communication
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