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Arun Kumar is listed as Associate Data Scientist at Ideapoke | Generative AI | Open source LLMs | RAG | AI Agents | Knack for finance at Ideapoke, a company with 59 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Arun Kumar.
Arun Kumar previously worked as Associate Data Scientist at Ideapoke and Data Science Intern at Ideapoke. Arun Kumar holds Master Of Technology - Mtech, Power Electronics And Drives from National Institute Of Technology Warangal.
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I am a Data Scientist with a robust foundation in Python, statistical modeling, exploratory data analysis, feature engineering, machine learning, deep learning, and NLP. Currently working as Associate Data Scientist at Ideapoke, I am developing Retrieval-Augmented Generation (RAG) applications to process text, audio, image, and video data by leveraging the Openai API and open-source Large Language Models (LLMs). My expertise extends to pioneering work on graphRAG and Agent-based systems, ensuring robust and dynamic data processing capabilities. I am deeply involved in the full spectrum of API development and rigorous testing, ensuring seamless integration and functionality. Skilled in Generative AI, document summarization, querying, and AI-driven business research, my passion for cutting-edge technology drives my commitment to creating advanced, efficient, and reliable solutions.
Listed skills include Microsoft Office, Microsoft Excel, Management, Microsoft Word, and 6 others.
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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..
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.
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.
Other employees you can reach at ideapoke.com. View company contacts for 59 employees →
Nikhil Joshi
Colleague at IdeapokeBengaluru, Karnataka, India, India
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DM
Debi M.
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Kiran Rm
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Goutham C
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Ravi Chandra
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Subrat Behera
Colleague at IdeapokeBengaluru, Karnataka, India, India
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松浦理枝
Colleague at IdeapokeJapan, Japan
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Varsha S
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Hema K
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Jijo John
Colleague at IdeapokeBengaluru, Karnataka, India, India
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Quick answers generated from the profile data available on this page.
Arun Kumar works for Ideapoke.
Arun Kumar is listed as Associate Data Scientist at Ideapoke | Generative AI | Open source LLMs | RAG | AI Agents | Knack for finance at Ideapoke.
Arun Kumar is based in Bengaluru, Karnataka, India while working with Ideapoke.
Arun Kumar has worked for Ideapoke and Ineuron.Ai.
Arun Kumar's colleagues at Ideapoke include Nikhil Joshi, Debi M., Kiran Rm, Goutham C, and Ravi Chandra.
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Arun Kumar holds Master Of Technology - Mtech, Power Electronics And Drives from National Institute Of Technology Warangal.
Arun Kumar is listed with skills including Microsoft Office, Microsoft Excel, Management, Microsoft Word, Powerpoint, Public Speaking, Leadership, and Electrical Engineering.
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