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Yasaswini-ch/README.md
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๐Ÿš€ About Me

class YasaswiniChebolu:
    def __init__(self):
        self.name = "Yasaswini Chebolu"
        self.role = "AI/ML Engineer & Open Source Contributor"
        self.location = "Andhra Pradesh, India ๐Ÿ‡ฎ๐Ÿ‡ณ"
        self.education = "B.Tech in CS & ML @ GVPCEW"
        
    def current_focus(self):
        return [
            "๐Ÿค– Building AI-powered solutions for real-world impact",
            "๐ŸŒ Contributing to open source (GSSoC'25, Open Source Connect India)",
            "๐Ÿ“Š Machine Learning & Deep Learning projects",
            "โ˜€๏ธ Sustainable tech solutions (SOLAR-AI)",
            "๐Ÿ“ Writing about AI/ML on Medium"
        ]
    
    def achievements(self):
        return {
            "leadership": ["Harvard ALP Scholar", "McKinsey Forward Program", "ML Lead @ GDG"],
            "competitions": ["NASA Space Apps Challenge Finalist (Top 105 Global)"],
            "open_source": ["5+ merged PRs", "100+ students mentored"]
        }

๐Ÿ’ป Tech Stack



๐Ÿ† Achievements & Leadership

๐ŸŽ“ Leadership Programs ๐Ÿ… Recognition
๐Ÿ›๏ธ Harvard ALP - Accelerated Leadership Program ๐Ÿš€ NASA Space Apps Challenge - Global Finalist (Top 105)
๐Ÿ’ผ McKinsey Forward Program - Strategic Development ๐ŸŒŸ GDG Solutions - Global Nominee
๐Ÿ‘ฅ ML Lead @ GDG On-Campus GVPCEW ๐Ÿ”ฅ Open Source Connect India - NexFellow

๐ŸŒŸ Featured Projects

โ˜€๏ธ SOLAR-AI

AI-powered rooftop solar potential assessment

  • ๐ŸŽฏ 20% accuracy improvement in solar estimation
  • ๐Ÿ—บ๏ธ Geospatial & environmental data analysis
  • โšก ML-based modeling for sustainable energy
  • ๐Ÿš€ 30% faster prototyping with LLM-assisted dev

Tech: Python ML Geospatial Analysis

๐Ÿ“œ Legal/Policy RAG System

AI for complex legal document interpretation

  • ๐Ÿค– OpenAI + FAISS vector database
  • ๐Ÿ“„ Unstructured document processing
  • ๐ŸŽฏ Query answering with cited evidence
  • โš–๏ธ Policy & legal document analysis

Tech: OpenAI LangChain FAISS Python

๐Ÿ„ Reviving Indian Cow Breeds

Data-driven sustainability for indigenous breeds

  • ๐Ÿ“Š ML model for breed sustainability metrics
  • ๐ŸŒพ Agricultural policy support through AI
  • ๐Ÿ“ˆ Data analytics for conservation efforts

Tech: Python ML Data Analytics

๐ŸŒ‹ Reykjanes SAR Analysis

Volcanic monitoring through radar analysis

  • ๐Ÿ“ก SAR data processing & interpretation
  • ๐Ÿ—บ๏ธ Geological change detection
  • โš ๏ธ Early warning system research support

Tech: Python Geospatial Analysis QGIS


๐ŸŽฏ Open Source Contributions

๐ŸŒธ GSSoC'25 Campus Ambassador | ๐Ÿ”ฅ Open Source Connect India 2025

  • ๐ŸŽค Conducted workshops for 100+ students on open-source best practices
  • ๐Ÿค Mentored contributors on live repositories and collaborative workflows
  • โœ… 5+ merged PRs to production repositories improving code quality
  • ๐Ÿ“– Enhanced documentation and streamlined development processes

๐Ÿ“Š GitHub Stats

GitHub Streak

Contribution Graph


๐ŸŒฑ Currently Learning

+ Advanced RAG architectures
+ Vector databases & embeddings
+ Multi-modal AI systems
+ MLOps & model deployment
+ Edge AI & optimization
+ Platform Engineering

๐Ÿ’ฌ Let's Connect!

I'm always excited to collaborate on:

๐Ÿค Open source ML/AI projects โ€ข ๐Ÿš€ Innovative AI applications โ€ข ๐ŸŒ Sustainability-focused tech

๐Ÿ“Š Research collaborations โ€ข โœ๏ธ Technical writing & knowledge sharing




Profile Views

Made with ๐Ÿ’œ by Yasaswini Chebolu

"Building the future, one algorithm at a time" โœจ

Pinned Loading

  1. Delhi-NCR-Land-Use-Classification-using-Satellite-Imagery-and-ResNet18 Delhi-NCR-Land-Use-Classification-using-Satellite-Imagery-and-ResNet18 Public

    Research implementation for land-use classification in Delhi-NCR using satellite imagery and deep learning. Demonstrates spatial reasoning, dataset preparation, and CNN model evaluation following aโ€ฆ

    Python

  2. ET-InvestIQ ET-InvestIQ Public

    AI-powered investment intelligence for Indian retail investors. Connects live BSE/NSE/SEBI signals, technical charts, and scam detection directly to your portfolio for actionable clarity.

    TypeScript

  3. LegalPolicy_RAG_System LegalPolicy_RAG_System Public

    Python 1

  4. Rain_Loom Rain_Loom Public

    RainLoom is a real-time monsoon-to-market early warning platform that predicts NSE textile volatility from rainfall deficits and converts signals into actionable alerts for farmers, MSMEs, investorโ€ฆ

    Python

  5. reykjanes-sar-analysis reykjanes-sar-analysis Public

    NASA Space Apps 2025 - SAR volcano monitoring

    Python

  6. SIRA SIRA Public

    HTML