Sowmipriya Rajendiran
Expert Data
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.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (5 years), Advertising (2 years), Media and Entertainment (2 years), and Automotive (1.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Information Technology (5 years), Product Development (5 years), Research and Development (3 years), and Business Intelligence (1.5 years).
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
Profile
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