Madhu Mitha User
@madhumithauser1
Data scientist passionate about AI/ML-driven solutions and insights.
What I'm looking for
I am a dedicated data scientist and AI/ML engineer with a strong foundation in data research, web scraping, and visualization. My expertise lies in leveraging Python, Natural Language Processing (NLP), and Machine Learning to build innovative solutions that drive strategic decision-making and optimize business processes. I am passionate about extracting meaningful insights from complex data sets and utilizing them to support business growth.
Currently, I am working as a Research Analyst at Creamcollar, where I have applied large language models (LLMs) to extract structured insights from unstructured job and role data. My work has supported innovations in Software-Defined Vehicles (SDVs) and role intelligence. I have also designed and deployed LLM-powered Python pipelines and developed web scraping frameworks to intelligently categorize job roles across various domains.
Previously, I served as an ML Engineer at Topnotch Services, where I designed and deployed an NLP-powered chatbot to automate customer support workflows. My experience includes managing end-to-end ML workflows and collaborating with clients to enhance contextual understanding and usability of AI-driven solutions. I hold a Master's in Data Science from SRM Institute of Science and Technology and a Bachelor's in Information Technology from Tamilnadu College of Engineering.
Experience
Work history, roles, and key accomplishments
Research Analyst
Creamcollar
Oct 2024 - Present (8 months)
Applied LLMs to extract structured insights from unstructured job and role data, supporting innovations in Software-Defined Vehicles (SDVs) and role intelligence. Built few-shot prompts and applied RAG techniques using OpenAI API to extract structured role insights from unstructured job data.
ML Engineer
Topnotch Services
Apr 2022 - Apr 2024 (2 years)
Designed and deployed an NLP-powered chatbot using TensorFlow and NLTK, automating customer support workflows like product queries. Integrated PostgreSQL for efficient storage and retrieval of customer interactions data.
Test Engineer
Hurix Digital
Jun 2021 - Jan 2022 (7 months)
Extracted and validated data from testing processes to ensure accuracy and quality in Kitaboo releases. Collaborated with clients and internal teams to establish testing KPIs and streamlined data management practices.
Education
Degrees, certifications, and relevant coursework
Tamilnadu College Of Engineering
Bachelor of Technology, Information Technology
Completed a Bachelor's degree in Information Technology. Developed foundational knowledge in IT principles and practices.
SRM Institute of Science and Technology
Master of Science, Data Science
Pursued a Master's degree focusing on Data Science. Gained expertise in various data science methodologies and applications.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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