Sowmipriya Rajendiran-Expert Data
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Experience
Expert Data
Pareto.AI
- Collaborating with the Pareto AI team on training a large language model, focusing on crafting open-ended prompts and evaluating model performance and response quality.
NLP Machine Learning Engineer
Adyoulike (OPENWEB)
- Contributed to the development of inhouse AI moderation systems using state-of-the-art language models (LLM), focusing on automated message interception, restricted word detection, and blocking based on ML model scores.
- Developed an IAB classifier capable of accurately categorizing various web pages from scratch (crawling to scoring), including a long-former model to enhance classification accuracy and efficiency.
Data Scientist (Intern)
KaisensData
- Built a machine learning system using NLP that detects and tracks cyber bullying and harassment in social media.
- Designed and implemented data pipeline architecture to process data for an inhouse product.
Data Analyst
Latentview Analytics
- Created and maintained rich interactive visualizations through data interpretation and analysis integrating various reporting components from multiple data sources.
- Built predictive models to forecast defect and breakdown patterns by comparing vehicle data to warranty data.
Software Developer
91digital Web Private Ltd
- Developed realtime price changes algorithm capable of refreshing product prices every 2-5 minutes automatically.
- Applied ML and regex techniques for payment and address detection; trained and tested models to improve performance.
- Built large scale web crawlers to fetch and parse data from different sources.
Industry Experience
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Experienced in Information Technology, Advertising, Media and Entertainment, and Automotive.
Business Area Experience
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Experienced in Information Technology, Product Development, Research and Development, and Business Intelligence.
Summary
Experienced Developer, Data Scientist & Machine Learning Engineer with expertise in LLM, NLP, predictive modeling, and Data Analytics and Data Curation.
Skills
- Web Frameworks: Django, Flask
- Front End: Javascript, Html, Css
- Languages: Python, R, Scala
- Databases: Mysql, Bigquery, Postgres
- Data Streaming And Workflow Management: Kafka, Rabbitmq, Airflow, Spark, Dbt
- Artificial Intelligence: Llm, Rag, Prompt Engineering
- Machine Learning: Pytorch, Classification & Regression, Clustering, Neural Networks
- Data Scraping: Scrapy, Urllib, Requests, Selenium, Beautiful Soup
- Data Visualization: Tableau, Qlik Sense, Matplotlib, Seaborn, Looker, Power Bi
- Deployment (Ci/Cd): Gitlab Ci, Unit Testing, Integration Testing
- Cloud Platforms: Aws, Databricks, Gcloud, Azure
Languages
Education
Exatice
Diploma in French Language Studies · French Language · Paris, France
CY Cergy Paris University
Master · Big Data and Data Science · France
VRSCET, Anna University
Bachelor · Computer Science and Engineering · India
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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