Manish Singh

About Manish Singh

Throughout my career, I have consistently delivered impactful results, always focusing on…

Experience

1. Senior Specialist - Data Science Ltimindtree

   LTIMindtree

   Jan 2022 — Present · Mumbai, IN

   Built an NLP-driven intent detection system to track intra-bank fund transfers and segment recipients using rule-based logic, enabling targeted cross-sell by identifying hot or cold leads among existing customers.Developed ML models to predict EMI repayment behaviour and delinquency risk, enabling contactless recovery for low-risk customers and triggering proactive recovery strategies for high-risk accounts, reducing operational costs and potential losses.Led the integration of fraud detection models onto inhouse ML Engineering Platform, optimizing model code and embedding best practices, resulting in seamless deployment and strengthened fraud risk management for financial services clients.Model Risk Management: Designed and deployed a proactive ML monitoring framework for 10+ models, reducing model risk by 25% and enhancing financial risk management efficiency. ML Model Validation Framework: Designed and deployed a comprehensive model validation framework, reducing model risk and rework by 15% and improving the quality and reliability of ML models used in risk analytics.Gen AI and Large Language Models: Built an advanced FAQ system using RAG and OpenAI embeddings and API, serving 500+ technical users.Agentic AI: Build an autonomous Agentic AI assistant to answer employee questions related to HR policies—such as leave, reimbursement, performance reviews, and code of conduct—through natural conversation, available 24x7, integrated into Teams channels.Optimized ML training pipeline, reducing development time by 120+ hours and execution time by 10%. Enhanced operational efficiency for airport transaction forecasting.As Industry Principal Lead, spearheaded the development of industry-specific AI/ML use cases, including POCs and full-scale implementations, driving new revenue opportunities. Partnered with Sales & Marketing teams to enhance product visibility and represented Fosfor at key industry forums.

Education

• GreyAtom School of Data Science

  Data Science Practitioner

  2017 — 2018

• MES' Pillai's Institute of Information Technology

  Bachelor's degree

  2007 — 2011

Skills

• Ibm Spufi
• Job Control Language (Jcl)
• Ftp
• Tso
• Scheduling
• Batch Programming
• Fileaid
• Ims Db/Dc
• Batch Processing
• Requirements Analysis
• Mvs
• Software Development
• Control-M
• Cobol
• Ibm Query Management Facility (Qmf)
• Z/Os
• Infoman
• Change Management
• Ispf
• Ibm Db2