Summary
Overview
Work History
Education
Skills
Extracurricular Activities
Projects Descriptions:
Timeline
Generic

Surajit Ghosh

Bangalore

Summary

My career journey (Over a decade of experience, ~12 years) blends AI technical expertise and product innovation, providing me with a comprehensive perspective on AI product design and development on the cloud. This experience, coupled with my skills in team and stakeholder management, shapes my approach to driving sustainable advancements in the field of artificial intelligence.Innovation Lead specializing in GEN AI Use Cases 2 out of 3 product innovations transferred to incubation (a pre industrialization phase) Design scalable solutions adapting to the current methodologies, ensuring efficient data management practices with utmost security. Plan and execute the complete lifecycle of the Data Science project/solution. Working on design thinking in product innovation for over and above 5 years now

Overview

12
12
years of professional experience

Work History

Lead Data Scientist (Acting AI Delivery Manager)

ERICSSON INDIA PVT LTD
07.2022 - Current
  • Direct leadership and management of a diverse team of 6-8 individuals on multiple data science projects, ensuring achievement of specific KPIs
  • Strategically outline and manage the development timeline from Discovery, PoC, to MVPs, incorporating resource costs and establishing a clear roadmap
  • Build and maintain strong relationships with stakeholders and team members to ensure projects are completed on time, offering guidance and support to newer or junior colleagues to boost their productivity
  • Coordinate with various security review boards to present solutions, achieve consensus on the approach and technology stack, and secure approval before customer release
  • Initiate and organize AI user forums to ensure broad user engagement post security/legal clearance, aiming to maximize the business impact of our solutions
  • Assured the timely and quality delivery of solutions, implementing a structured feedback process for ongoing improvement
  • Lead customer feedback grooming sessions with the business team to identify and prioritize areas for future development and enhancement.

Senior Data Scientist

GE AEROSPACE – JOHN F WELCH TECHNOLOGY CENTER
Bangalore
12.2015 - 07.2022
  • Leading data science projects- Team Management, Solution design, mentoring, research
  • Data preparation, Exploratory Data Analysis
  • Modelling, interpreting the results and communicating the results to the client/customers
  • Weekly connect with customer team for feedback and understand the customer challenges
  • Demonstrated couple of LEAN Events to drive simplification.

Senior Engineer

HCL (Aadhaar)
Bangalore
09.2014 - 11.2015
  • Implemented biometric authentication features and improved the generation of Aadhar-based One-Time Password modules
  • Implemented False Match Rate (FMR) and False Non-Match Rate (NFMR) features
  • Best Figure Detection algorithms.

FREELANCER AND TRAINER

INDIVIDUAL CONTRIBUTOR
08.2012 - 07.2014

Education

B. tech - computer science and engineering

WBUT
05.2012

Skills

  • Generative AI (GEN- AI)
  • Large Langue Models (LLMs)
  • Prompt Engineering
  • Langchain
  • Speech recognition
  • Natural Language Processing (NLP)
  • Machine Learning
  • Artificial Intelligence
  • Python and R
  • AWS
  • Exploratory Data Analysis
  • Team and stakeholder management
  • Design thinking
  • Project/solution lifecycle management
  • Leadership and management
  • User engagement
  • Customer feedback grooming
  • Develop data-driven solutions
  • Lead and manage complex data science projects
  • Develop, implement, and optimize machine learning models
  • Mentor and guide junior data scientists
  • Fostering a collaborative and learning environment
  • LEAN Advocacy

Extracurricular Activities

Lead employee engagement focal for Ericsson, GE, HCL Honored with numerous awards for innovation Secured victory in the 2020 "AI for the New Normal and Beyond" hackathon

Projects Descriptions:

GEN AI - Predictive Resource Plan (PRP):

PRP is automated AI Driven Ericsson’s Product for resource plan. PRP also used as Resource Plan Simulator to explore what if scenario before execution.

Efficiency: Lead time for demand planning and decision making is reduced by 50%

Simplification: and time spent to create resource request by 80%.

Error and Biasness: reduce change request by 40%

National broadband network Agent (speech bot):

Ericsson Network Operations Centre now leverages an advanced speech bot powered by generative AI to streamline its support for network operations processes such as starting, pausing, and stopping, based on calls from technicians. This automation enhanced 70% efficiency and response times.

GEN AI inbound supply INSIGHTS: Inbound supply teams connected with planning, sourcing, Manufacturing, and other parts withing supply. there is constant disruption in suppliers’ capability and the status for orders and deliveries rapidly changes. the new GEN-AI solutions will be able to augment the capability analysis for relevant USER’S personas to speed up the response time significantly

Smart ToW – Analytics in a Day (80% reduction in analytic development time):

Developed a e2E data science solution for analytic development framework which allows to build first pass detection analytic in ~ 1 day. Solved multiple business use cases for fleet management using this tool and currently it’s being used by many teams across organization. Single click end – end automated platform with various algorithms.

Intelligent prediction analytic framework (IPAF):

This framework is aimed at developing a one-stop-shop for all the development related activities in the Time on Wing (ToW) analytics prediction space. It will serve as a platform to build models quickly and drive standard work enabling easier downstream integration.

Timeline

Lead Data Scientist (Acting AI Delivery Manager)

ERICSSON INDIA PVT LTD
07.2022 - Current

Senior Data Scientist

GE AEROSPACE – JOHN F WELCH TECHNOLOGY CENTER
12.2015 - 07.2022

Senior Engineer

HCL (Aadhaar)
09.2014 - 11.2015

FREELANCER AND TRAINER

INDIVIDUAL CONTRIBUTOR
08.2012 - 07.2014

B. tech - computer science and engineering

WBUT
Surajit Ghosh