Niraj Kumar
Generative AI | Data Science
- Role
- Senior Technology Architect at Infosys
- Location
- Pune, MH, IN
- LinkedIn followers
- 500 followers
About Niraj Kumar
With 19+ years of Technology experience, I specialize in AI-driven innovation, applying Generative AI to solve complex business problems. My expertise includes deploying future-ready solutions leveraging AI technologies to accelerate Time to Market, automate decision-making, and enhance enterprise efficiency; hence optimizing TCO. I work on AI model fine-tuning, LLM-based assistants, and automation for enterprise applications.I have collaborated with global clients across various value streams, regions, domains, and systems. As a leader, I have set up new Technology practices and driven growth strategies through thought leadership, mentorship, and sales. A recognized leader with a strong foundation in AI and enterprise IT, I am a motivated professional, committed to continuous learning and emerging technologies to bring value and delight.I have a robust foundation in SAP ECC and CRM; and offer a unique blend of skills that bridge the gap between Data Science and a packaged solution like SAP. I have participated in multiple RFPs as an SME, created solutions, and participated in due diligence workshops. Known for adaptability, a commitment to continual learning, and exceptional team collaboration, I have a positive attitude and am excited about learning new processes and technologies.MSc Thesis - Perform multilabel classification using transformers to detect hostility in Hindi language social media text. Analyse data to determine patterns in hostile and non-hostile speech. Conduct a detailed literature review of previous studies in this field. Fine-tune three models trained in Indian languages - XLM-R, Info-XLM, and Muril in a two-step process to binary classify hostile and non-hostile speech, followed by multi-label classification of hostile content. Compare the results to determine the best-suited model for such a classification task. Identify challenges and areas of future research.Data Science • Generative AI to solve customer problems• Model fine tuning• Python• Exploratory Data Analysis• Machine Learning - Regression, Classification, Random Forests, BoostingOther skills - SAP / Callidus Commissions, Territory and QuotaSAP CRM Techno Functional SAP ABAPPractice Initiatives• Managing resource skills • Creating Go-To Market solutions, working on PoC • Participating extensively in recruitment drivesPre-Sales • Solution with respect to application and integration• Effort estimation, resource plan, pricing, project plan• Proposal Response with value propositions• Leading Orals / Due Diligence workshops / BAFO Preparation
Experience
Senior Technology Architect
Oct 2019 — Present · Pune, IN
Education
Motivational Pathway
Bachelor of Technology (B.Tech.), Computer Science
Liverpool John Moores University
Master of Science - MS, Data Science
International Institute of Information Technology Bangalore
Executive PG Program in Data Science, Data Science
Skills
- Smartforms
- Web Services
- Sap Erp
- Sap Implementation
- Sap Abap
- Materials Management
- Sap Netweaver
- Sap Crm
- Idoc
- Sd
- Requirements Analysis
- Sap
- Legacy Systems
- Sap Crm Abap
- Abap
- Data Migration
- Sap R/3
- Business Analysis
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