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DhwaniKariya/README.md

Dhwani Kariya

AI & Data Professional - MSc AI for Business @ NCI Dublin | ex-SAP Labs (2 yrs)

I build data-driven solutions at the intersection of AI, automation, and business impact. At SAP Labs, I shipped a GenAI automation tool that cut manual effort by 60%. Now at NCI Dublin, I'm applying that experience to real-world AI product and analytics problems.

Open to Data Analyst / AI Analyst / QA / Associate PM roles in Dublin. Eligible for full-time work on Stamp 1G from October 2026.

Currently building

LLM Reliability Leaderboard - testing how Claude, GPT and Gemini actually answer real health questions, checked against verified CDC/NIH/Mayo Clinic sources instead of just trusting the model. Responses get hand-scored blind (model identity hidden until scoring is done) on accuracy, citation faithfulness, and hedging, with a second-pass reliability check before any stats get reported. Built end to end: dataset construction, a resumable multi-provider API pipeline, and now the scoring layer. Work in progress, pushed most days.

Tech Stack

Languages

Python Java JavaScript SQL

Data & AI

Pandas NumPy scikit-learn Power BI OpenCV

Tools & Platforms

Git Docker Postman Linux AWS JIRA

Highlights

  • Built a GenAI automation tool at SAP Labs - reduced manual operational effort by 60% across enterprise workflows
  • Selected for CitiUpstart Entrepreneurship Accelerator (2025) - one of Ireland's leading startup programmes; currently Data Product Lead on an AI-powered care platform
  • Awarded Erasmus+ BIP grant (2026) - chosen to represent NCI Dublin at an international AI programme in Toulouse, France
  • B.Tech project funded by the Government of India (CWPRS); research presented at the 66th Annual IETE Convention (AIC-2023)

Connect

LinkedIn Email

Pinned Loading

  1. API_tester_lite API_tester_lite Public

    A Python tool to test REST APIs via the command line

    Python

  2. terratrace-methane-monitoring terratrace-methane-monitoring Public

    AI + satellite methane leak intelligence dashboard for oil & gas operators

    JavaScript

  3. air-quality-monitoring-bias air-quality-monitoring-bias Public

    Interactive data story: income, race, and America's air-quality monitoring gap — and how it biases AI models trained on it

    Jupyter Notebook