Yashaswini-V21

`> about_me.py`

yashaswini = {
    "🎓": "Pursuing BCA | Data Science & AIML",
    "📊": "Passionate about Data Analysis & Visualization",
    "☁️": "Google Cloud Arcade Facilitator: Ranger (2025) | Legend (2026)",
    "🏆": "Apertre 3.0 Top 8 Finalist | GSSoC '25 Top 200 | 10+ Hackathons",
    "✍️": "Active Tech Blog Writer & Technical Content Creator",
    "🌱": "Currently learning Deep Learning & Cloud Computing",
    "🎯": "Target: Analytics Engineer & Cloud Data Engineer"
}

`> featured_work`

◈ 01 — DATA PRODUCT · NLP · DATA QUALITY

🚀 TalentPulse — Talent Intelligence Engine

An interactive Bengaluru talent-intelligence product that converts unstructured job descriptions into skill, company and salary insights.

⚙️ Technical Highlights

Custom NLP entity + vocabulary matching engine
Skill normalization across 200+ canonical synonyms
Data Trust Layer — Disclosed vs Model-estimated salary
Offline Python pipeline → compiled JSON → frontend
Interactive intelligence dashboard (Vite · Chart.js)

📊 Verified Metrics

◈ 02 — DATA ANALYTICS · PRODUCT ANALYTICS

📈 QC Pulse India — Quick Commerce Analytics

Quick Commerce analytics platform built to bridge the gap between raw analytical data and actionable business decisions.

⚙️ Analytical Highlights

End-to-end analytical workflow & data quality checks
Advanced SQL queries for funnel & cohort retention analysis
Customer segmentation & RFM metric modeling
Interactive KPI dashboards built with Streamlit & Plotly
Data-driven business recommendations matrix

📊 Core Pillars

◈ 03 — AI / ML · HACKATHON BUILD

🌾 Rytha Mitra — AI Crop Recommendation

A practical AI/ML solution built around agricultural decision support and data-driven crop yield optimization.

⚙️ Model & Pipeline Highlights

National-level hackathon AI crop recommendation system
Robust data preprocessing & feature engineering pipeline
Predictive machine learning algorithms for soil & climate data
Scalable Cloud integration via Google Cloud Platform
Data-driven decision support system for agricultural planning

📊 Core Deliverables

`> tech_stack.sh`

Data Analytics

Analytics Engineering & Cloud Data

AI & Machine Learning

Databases & Developer Tools

`> github_stats.json`

`> badges_and_achievements/`

Open Source

🎃 Hacktoberfest 2025 | 💡 GSSoC 2025 | 🏆 Apertre 3.0 2026

Google Cloud [Badges]

# luck is unluck, unluck is luck😁
# every bug you fix makes you better than yesterday🌟
try:
    keep_building()
except Failure:
    learn(); try_again()

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