Bikash Mahato

About Bikash Mahato

With over 23 years of experience, I focus on building ethical AI systems for image and…

Experience

1. Responsible Ai Senior Manager

   Accenture

   Dec 2021 — Present · Bengaluru, IN

   Architecting/Managing GenAI platform development leveraging AWS cloud services to generate safe & ethical response. Platform supports information retrieval from complex documents leveraging LLMs from Bedrock & OpenAI, and also RAI checks for hallucination, explainability, guardrails etc. • Managed/architected an evaluation framework for GenAI platform developed on Azure cloud, by measuring metrics like relevancy, faithfulness, accuracy, prompt sensitivity, content safety. Evaluation framework also includes reliability assessment of code generation LLM. • Implemented (i) POC to explain LLM model prediction using modified LIME concept,(ii) layer-wise explanation of UNET model for image segmentation novel approach to identify incorrect object detection in image at runtime (patent),(iv) image bias detection.

Education

• Satyabhama Vidyapith, Jhalda

  Higher Secondary (10+2), Science

  1990 — 1992

• Satyabhama Vidyapith, Jhalda

  Madhyamik (10), All

  1988 — 1990

• J K College, Purulia

  Bachelor of Science (B.Sc.), Physics (Hons.)

  1992 — 1995

• Presidency College, Calcutta

  Master of Science (M.Sc.), Physics

  1996 — 1998

• BIT Mesra Student-Industry Relations Cell

  Master of Technology (M.Tech.), Remote Sensing

  1999 — 2001

Skills

• Medical Physics
• Requirements Analysis
• Computer Vision
• Mis
• Algorithms
• Software Development Life Cycle (Sdlc)
• Xml
• C
• Software Development
• Solution Architecture
• C#
• C/C++/C#
• Agile Methodologies
• Testing
• Team Leadership
• Team Management
• Deep Learning
• C++
• Machine Learning
• Image Processing
• Technological Innovation