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nehasheth2/README.md

πŸ‘‹ Hi, I’m Neha

πŸš€ Senior AI Engineer | Data Scientist | Researcher
πŸ’‘ My expertise lies in working with multimodal data to develop applied AI systems across language, vision, and audio.
πŸ“š Along the way, I’ve published research, co-founded impactful projects, and explored new domains in ML/AI

🌟 Highlights

  • At Motorola, I lead a team of 5 engineers to deliver AI-powered search, summarization, and knowledge creation tools, driving million-dollar operational savings.
  • Built uiuc.chat, a multimodal academic chatbot on one of the fastest supercomputers in the world (NCSA). Served 10,000+ students across 12+ courses.
  • Published in Springer and IJCA on recommender systems, text classification, and knowledge-powered QA; currently authoring a 60+ paper survey on QA/Dialogue Systems.

πŸ› οΈ Tech Stack

Languages: Python, R, SQL, PySpark, Bash
Cloud: Azure (Data Factory, Databricks, Synapse, OpenAI), AWS (Bedrock, S3, DynamoDB, Lambda, EC2)
AI/ML: LLMs, RAG, Agentic AI, Computer Vision, Multimodal AI (vision, audio, text), Time Series, Recommender Systems, Fine-tuning (LoRA, PEFT)
Infra: FastAPI, Docker, Kubernetes, Airflow, HPC


πŸ”— Connect With Me


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  1. Center-for-AI-Innovation/ai-teaching-assistant-uiuc Center-for-AI-Innovation/ai-teaching-assistant-uiuc Public

    The UX & driver code for the multi-model TA_Chatbot

    Python 33 4

  2. TopicModeling_BERTopic TopicModeling_BERTopic Public

    Jupyter Notebook

  3. GPT3_SemanticSearch GPT3_SemanticSearch Public

    Jupyter Notebook 1

  4. Center-for-AI-Innovation/ai-ta-backend Center-for-AI-Innovation/ai-ta-backend Public

    API backend for UIUC AI Teaching Assistant.

    Python 26 12

  5. music-recommender-and-frontend music-recommender-and-frontend Public

    A simple Content based Music Recommendation System along w/ frontend demo, which recommends a list of 10 songs based on an artist name or song name provided by user.

    Python 2

  6. LoanDefaultPrediction LoanDefaultPrediction Public

    Jupyter Notebook