Smita Patil
Pune
Summary
With over 3 years of experience, this self-disciplined and responsible professional demonstrates a strong problem-solving mindset. Excel in machine learning and programming languages like Python and R, consistently delivering high-quality work within tight deadlines.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Sr. Developer
Wipro Technologies
08.2021 - Current
- Contribute to in-house AI Solutions development, focusing on R&D of advanced Machine Learning models alongside data science professionals.
- Drive timely, accurate solutions within the Supply Chain practice, addressing critical challenges.
- Actively participate in Wipro hackathons to foster innovation across the organization.
Data Scientist
Client - Banking Domain [Wipro]
05.2022 - Current
- Developed a Kore.ai-based chatbot with user support features like video guides, FAQs, acronym lookup, and RAG-powered document search for quick access to relevant content.
- Enhanced chatbot with Search Assist for advanced search functionality, boosting response efficiency and user experience.
- Streamlined incident management with one-click incident creation feature via APIs and Selenium, utilizing semantic analysis to reduce redundant issues and optimize resources.
- Designed and implemented MIS portal with interactive dashboards for performance tracking, data visualization, updates, and document uploads.
- Integrated Java, SQL, Python, and HTML data sources in the MIS portal to provide structured insights, empowering data-driven decisions.
- Developed custom Python APIs for data automation, reducing manual workload and improving data accuracy across projects.
Data Scientist
Client - Banking Domain [Wipro]
07.2023 - Current
- Leveraging NLP to extract entities from application logs and correlate them with database, enabling model training for new log solutions.
- Utilizing SpaCy annotator for log data annotation and a custom SpaCy NER model to extract entities and detect patterns.
- Implementing semantic search with transformer models and LangChain framework for advanced data integration.
- Conducting solution mapping via PDF extraction, web scraping, and Llama2 large language model for comprehensive data insights and Milvus as vector database.
Project Engineer
Client - Consumer Goods Domain [Wipro]
12.2022 - 04.2023
- Contributed to migrating business processes from SAS to R and Python, ensuring workflow accuracy and continuity.
- Collaborated with team to identify and manage dependencies, enabling smooth, on-time migration that met all project requirements.
Education
MSc. - Statistics
Shivaji University, Kolhapur
08.2021
BSc. - Statistics
Shivaji University, Kolhapur
05.2019
Skills
- Python
- R programming
- Machine Learning
- Data Analytics
- Tableau
- MySQL
- Koreai - Chatbot
- Dataiku
Certification
- Generative AI L1, 2024
- Generative AI L2, 2024
- Microsoft Azure AI Fundamentals, 2022
- Kore.ai Chatbot, 2022
- Dataiku Advanced Designer and ML Practioner, 2021
- Applied Machine Learning in Python, 2021
Personal Information
Title: Data Scientist
Languages
English
Hindi
Marathi
Timeline
Data Scientist
Client - Banking Domain [Wipro]
07.2023 - Current
Project Engineer
Client - Consumer Goods Domain [Wipro]
12.2022 - 04.2023
Data Scientist
Client - Banking Domain [Wipro]
05.2022 - Current
Sr. Developer
Wipro Technologies
08.2021 - Current
MSc. - Statistics
Shivaji University, Kolhapur
BSc. - Statistics
Shivaji University, Kolhapur
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