Sri Harsh

About Sri Harsh

I build production-grade Generative AI systems that solve real business problems — not…

Experience

1. Artificial Intelligence Engineer

   Novartis

   Feb 2024 — Present

   Project 1- Designed and implemented a unified AI platform integrating diverse AI/ML use cases using Agentic AI frameworks such as CrewAI, LangGraph, and AutoGen- Developed and maintained “Triverge AI,” a CPQ solution incorporating intelligent pricing, quoting logic, and asset configuration powered by LLMs and rule-based engines- Built and deployed NLP-to-SQL conversion systems for natural language querying using LLMs and prompt-tuned transformer models- Led the design of fraud detection and AML modules leveraging ensemble ML models (XGBoost, logistic regression) and dynamic transaction behavior analysis- Architected a document intelligence system (\"CoPilot Document Search\") with semantic retrieval, RAG, and OpenAI integration for processing policy and legal documents- Created a facial similarity pipeline using PaddleOCR, YOLO-based face detection, and vector-based similarity scoring for ID–selfie matching scenarios- Integrated medical and general-purpose object detection modules using YOLO and segmentation models for visual automation tasks- Established scalable, modular pipelines with tunable hyperparameters, enabling on- demand customization and performance tuning for client-specific deployments- Coordinated end-to-end lifecycle from use case identification to production deployment and maintenance across cloud platforms (AWS, Azure)- Guided junior data scientists and collaborated with multi-functional teams to ensure project success, knowledge transfer, and system robustness.Project 2- AI-Driven Job Matching: Played a pivotal role in the integration of AI/ML techniques into job order and candidate matching processes. Utilized vector embeddings and Elasticsearch to deploy pre-trained models that significantly improved the accuracy of matches. Routinely retrained models with new data to ensure continuous improvement in matching precision. Also used gpt-2, ElutherAI, Microsoft/dialogpt models to get the summary, meta-keywords,meta_de

Education

• Wilmington University

  Information Technology

  2023 — 2024

• Sri Venkateswara University

  Bachelor's degree

• Wilmington University

  Master's degree

• Sri Venkateswara University

  Bachelor of Technology