Anup Mapari
AI & ML @ Infosys | MCP, Agentic AI | Gen AI | Kafka | Deep Learning | C-DAC Bengaluru
- Role
- System Engineer at Infosys
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About Anup Mapari
I architect intelligent systems that turn tough tech challenges into real-world…
Experience
System Engineer
Feb 2024 — Present · Bengaluru, IN
Built the first GenAI-based sentiment analysis and text categorization solution in Infosys catering to 350k employees, analyzing 1078k responses over a year.Optimized the Kafka data pipeline to handle 250k+ responses in 5 days, delivering actionable HR insights at scale for CXOs to Managers.Leveraging the power of open source LLMs. i.e. Meta Llama series.• Developed an employee engagement and experience service for 350k employees that delivered personalized text and image wishes for over 20 distinct milestones and employee occasions, leveraging an efficient prompt-based framework and high-quality, RAI-compliant image models. Deployed and validated three robust, RAI-compliant image models (Flux 1.0, SDXL base 1.0, SDXL turbo) to deliver high-quality, customized visuals.• Developed an AI-powered module to automate incident summaries and root cause extraction for an internal system, Leveraging the power of open source LLMs. i.e. Meta Llama series, Gemma-2
Education
Centre for Development of Advanced Computing (C-DAC)
PG-DBDA
2023 — 2023
University of Pune
Bachelor of Engineering - BE
2012 — 2016
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