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The girl behind the dashboards ✦👩🏻‍💻

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👋🏻 Data Analyst | Data Science & GenAI

✦ SQL • Python • Power BI • Tableau • A/B Testing • LLM Evaluation

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I'm a Data Analyst with a growing focus on Generative AI, currently pursuing my MCA at ABES Engineering College. I enjoy turning ambiguity into clarity through data, research, and structured problem solving.

Skills: SQL · Python (pandas, NumPy, SciPy) · Excel · Power BI · Tableau · A/B Testing · LLM Evaluation · Prompt Engineering

Open to Data Analytics, Data Science, and AI/GenAI analytics internships.

Let's talk data 📩

[email protected]

LinkedIn: https://www.linkedin.com/in/eshasharma-ai

GitHub: https://github.com/promptedbyesha

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<aside> <img src="/icons/invitation_orange.svg" alt="/icons/invitation_orange.svg" width="40px" /> [email protected]

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**https://www.linkedin.com/in/eshasharma-ai**

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🎯 I turn ambiguous business and AI questions into structured, data-backed decisions using research, experimentation, and product frameworks.

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5 end-to-end projects across data analytics, A/B testing, GenAI evaluation, product research, and AI product strategy. </aside>

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• 3 AI products tested

• 5-type failure taxonomy

• 5-metric KPI system

• LLM evaluation across multiple task types.

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+23.7% Day-7 retention lift · 99K+ orders analyzed
5,000 users tested
6-week AI MVP scoped. </aside>

💼 Work Experience

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Data Analytics & GenAI Projects (Independent) Self-Initiated / Personal Projects (Jan 2026 — Present) · Remote, India

Conducted an AI trust and failure analysis across ChatGPT, Claude, and Gemini, testing 5 task types to identify recurring reliability patterns and build a 5-type failure taxonomy.
Designed a 10-section PRD for Notion AI’s Workspace Memory Layer, incorporating Reddit-based user research, RICE prioritization, privacy-first architecture, and a 6-week MVP scope with success metrics, guardrails, and a kill condition.
Conducted an independent product teardown of Perplexity AI using Reddit user research, identifying 3 systemic retention problems and designing 3 feature recommendations, each tied to a measurable target metric.
Built a 5-metric AI trust measurement framework, including Silent Failure Rate, to quantify reliability issues that may go unnoticed by users and connect model behavior to product outcomes. </aside>

🧠 SYSTEMS DESIGNED

Project	Tools	What I Built	Impact
AI Trust & Failure Analysis	Claude, Gemini, ChatGPT, Notion	5-type failure taxonomy + 3-stage Trust Recovery Framework + 5 KPIs	Evaluated 3 leading LLM assistants across 5 task types and identified recurring failure patterns in their responses.
Notion AI — Workspace Memory PRD	Notion, UX Pilot, Reddit	10-section concept PRD + 10-screen prototype + 6-week MVP rollout plan	Wrote a 10-section PRD backed by Reddit user research, with RICE prioritization, a privacy-first architecture, a 6-week MVP scope, kill conditions, and AI-specific failure-handling controls.
Perplexity AI Product Teardown	Reddit, Notion	3 systemic problems + 3 feature recommendations + Northstar metric	Identified 3 systemic retention gaps through user research. Designed 3 feature recommendations, each tied to a target metric, projecting a 15–20% lift in 30-day Pro retention.
Olist E-Commerce Funnel Analysis	SQL, Python, Tableau	4-stage funnel map + cohort retention heatmap + revenue segmentation	Analyzed 99K+ orders from the public Olist Brazilian e-commerce dataset using SQL and Python; mapped a 4-stage funnel and segmented revenue across 10 product categories.
A/B Test — Feature Adoption	Python, Power BI	Full experiment design + 5,000-user simulation + significance testing	Simulated a 5,000-user dataset in Python and ran chi-square testing (p = 0.000046), identifying a +23.7% Day-7 retention lift for new users. Delivered a 4-page Power BI dashboard and a ship/iterate memo recommending a new-user-only rollout.

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Projects

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✨ Skills

Skills

🎓 Education

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Master of Computer Applications (MCA) ABES Engineering College affiliated to Dr. A.P.J. Abdul Kalam Technical University (AKTU)

2026 – 2028 | India </aside>

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Bachelor of Computer Applications (BCA) Institute of Management Studies Noida, Chaudhary Charan Singh University

2022 – 2025 | India </aside>

📜 Certifications

<aside> <img src="/icons/arrow-right_gray.svg" alt="/icons/arrow-right_gray.svg" width="40px" /> Google Analytics Certification – Google

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<aside> <img src="/icons/arrow-right_gray.svg" alt="/icons/arrow-right_gray.svg" width="40px" /> NVIDIA · Introduction to NLP · 2025

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