Pradeep Bansal

Background

About Pradeep Bansal

Pradeep is working as an ai architect to solve the problem of text2cypher (Text2SQL) and help the customers of ServiceNow query their databases with natural language. He has worked on the problem of hallucination detection, using an open source model like AlignScore and fine-tuned the same for domain specific hallucination detection. In the past, Pradeep has worked as an ML Engineer with hands-on for business problems in the cybersecurity space with Traceable AI, and Barracuda Networks respectively. Specifically, he worked on solving the problem of sequence anomaly detection, fraud detection, data exfiltration, bot detection on websites, using anomaly detection and other unsupervised learning algorithms. Apart from being an individual contributor, Pradeep also assisted and managed the Machine learning team for Advanced Bot Detection at Barracua Networks.Apart from Barracuda, Pradeep was involved in training people with data science and machine learning skills for EdTech companies like Upgrad, Amity Online and Interview KickStart. He has worked for Data Engineering and Data Science team at Cure.fit. At Cure.fit, he was involved in solving challenging problems like detecting user bed(sleep) time, driving the user to form healthy habits using AI.Prior to joining cure.fit, he worked in the Search Quality team as a Backend developer at BloomReach, India. Before joining for the MS at IISc Bangalore, he worked for Samsung India for a period of 3 years as a Software engineer.Pradeep has more than 10 years of industry experience with more than 7 years in ML, NLP, Deep Learning, Information Retrieval and Data science, RAG, LLM evaluation, hallucination detection, ACADEMICS: Pradeep completed Masters in AI with Department Rank 1 at IISc Bangalore. He won the Best Student Award in the branch called M.Tech(A.I.) offered jointly by the department of CSA and EE at IISc Bangalore. He has won Gold Medal in Academics and Intra College Table Tennis championship. LEADERSHIP:Lead 5 Dance teams as the Choreographer and Lead dancer.Led ML projects at the companies he worked for. Pradeep has HELPED many people on how to prepare for GATE, competitive exams and also on typical problems of life involving stress or anxiety.This has happened due to his command over EMOTIONAL INTELLIGENCE and empathy towards others that also helped him to improve his own emotional quotient.BLOG(20K+ views): https://prepareforgatecs.wordpress.com/QUORA Profile(300K+ views):