Supriya Mandal

Experience

• 

  Cranes Software Intrnational Limited

  Mar 2003 - Aug 2007

  ● Led a team of 8 to develop components like math libraries, statistical and Machine Learning packages, parser using C++, LEX & YACC which was included 3 major versions of SYSTAT (v11, v12, v13) ● Developed language grammar and compiler for SYSTAT commands.● Designed and implemented statistical and mathematical packages for SYSTAT

  • Project lead

    Apr 2006 - Aug 2007

  • Software Engineer

    Mar 2003 - Mar 2006
• 

  Wipro Technologies

  Aug 2007 - Jun 2010

  Technical Lead

  ● Led a team of 14 to develop advanced features of a Telematics System using C/C++ and QNX for high-end Honda cars.● Own 1 new project from the client through effective leadership that contributed to 10% growth of billing for the client

• 

  Samsung R&D Institute India

  Jul 2010 - Jul 2017

  ● Spearheaded a team of 12 to develop an innovative mobile app recommendation system. Engineered user profiles leveraging Spark to enhance the app's personalization and increased user engagement by 20%.● Developped Anomaly detection system to identify abnormal state of the device ● Engineered the first-ever mobile-based stream analytics engine using C++ to develop cardiac patient monitoring system

  • Chief Engineer

    Jan 2013 - Jul 2017

  • Technical Lead

    Jul 2010 - Dec 2012
• 

  Mirafra Technologies

  Aug 2017 - Dec 2023

  ● Collaborated strategically with sales teams to generate leads, securing over four client through effective partnerships. Established a Center of Excellence, resulting in a 20% year-over-year business growth in AI & ML services● Conceptualized and engineered several cutting-edge ML-based SaaS platforms, including Assisted language translation systems, Federated-learning based recommendation systems, Retina disease detection solutions and Intelligent Recruitment Systems● Authored and published 7 research papers in international conferences, specializing in NLP and computer vision Show less

  • Director - Data Science & Engineering

    Aug 2017 - Dec 2023

  • Solutions Architect

    Aug 2017 - Jul 2019
• 

  Fujitsu Research

  Dec 2023 - Nov 2024

  Software Engineering Manager

  ● Led a team of 12 to develop AI-driven solutions such as visual query search using accelerated Llama for ARM servers, achieving a 2x performance boost in inferencing.● Conducted comprehensive feasibility studies with benchmarking & profiling vector database Milvus on ARM CPU. Identified over 10 low performing operations.