Arun Kumar Email & Phone Number

Bengaluru, Karnataka, India

1. Developed a solution to filter out unwanted market research reports from news article retrieval by optimizing the BAAI/bge-m3 sentence similarity model. Achieved 89% accuracy through enhanced training data and the application of machine learning and statistical techniques, ensuring precise classification of market vs. non-market research reports.2. Working on GraphRAG and agent-based architectures, employing cutting-edge strategies for task delegation, decision-making, and problem-solving within multi-agent environments.

Bengaluru, Karnataka, India

1. Developed Retrieval-Augmented Generation (RAG) systems for processing text, audio, and video data, utilizing advanced methods like hybrid search, Hypothetical Document Embedding, and RAG fusion to further enhance RAG.2. Created and rigorously tested robust APIs using FASTAPI, ensuring performance and reliability. Used Postman for thorough validation, handling diverse API use cases.3. Automated repetitive tasks with shell scripting in a Linux environment, optimizing system workflows. Additionally, leveraged PostgreSQL for efficient database management and querying.4. Utilized web scraping tools like Selenium and Beautiful Soup to extract structured data from the web, contributing to data-driven projects and enhancing data availability.5. Explored models on Hugging Face for various NLP tasks like summarization and classification, applying generative AI to create innovative solutions in multiple projects.

Bengaluru, Karnataka, India

1. Fine tuned hugging face transformers for summarization and classification tasks.2. Developed user-friendly interfaces and improved frameworks to support diverse use cases, ensuring flexibility and robustness.

Master Of Technology - Mtech, Power Electronics And Drives

Bachelor Of Technology - Btech, Electrical Engineering