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skadam1199/README.md

👋 Hi, I'm Supriya Kadam

Roles
woman coding



LinkedIn Gmail GitHub

🏅 Awarded by the Education Minister of India
🏅 MS at University of Maryland fully funded by the Indian Government
🏅 Selected nationally among top STEM scholars — brought from Pune to College Park.

⚡ About Me

supriya = {
    "education"  : "MS Data Science @ UMD · GPA 3.7 · May 2026 · Govt. of India Scholar",
    "working_at" : ["Data Scientist @ Connyct Inc. (NYC)", "Researcher @ UMD Connectomics Lab"],
    "prev"       : ["Tata Consultancy Services", "Accelnomics Technologies", "Tata Motors" · "3+ yrs industry"],
    "judged"     : "MDC Data & AI Hackathon · University of Michigan ",
    "builds"     : ["GenAI Systems", "ML Pipelines", "Data Products", "Research Tools", "BI Dashboards"],
    "location"   : "United States",
    "open_to"    : "Data Scientist · Business/Data Analyst · ML Engineer · GenAI Engineer · May 2026 "
}

🏆 Hackathon Record

Event Result Stack
🥇 HOF Hacks — HOF Capital & Tech @ NYU Feb 2026 Winner Nemotron · Databricks · RAG · FastAPI · MediaPipe
🥇 Technica 2025 — T. Rowe Price Challenge Dec 2025 Winner LLM Fine-Tuning · NLP · RAG · Vector Embeddings
🥇 CAFB — AI for the Underserved Apr 2025 Winner Kafka · AWS Lambda · DynamoDB · TTS
🥈 Knight Hacks VIII — ServiceNow AI Nov 2025 Runner-Up Sentence Transformers · UMAP · HDBSCAN · MCP
⚖️ MDC Data & AI — Univ. of Michigan Mar 2026 Judge —
⚖️ Anthropic x Claude Builder — Univ. of Maryland April 2026 Judge —

🔬 Featured Projects

⚖️ Multi-Agent Legal Simulator

Fine-tuned NVIDIA Nemotron on legal data. RAG pipeline over Federal Rules of Evidence. 4 agents via Claude SDK. Eval with Galileo.ai across facial, audio & transcript signals.

Nemotron RAG Claude SDK MediaPipe FastAPI Databricks

📈 Financial Education Platform

NLP sentiment pipeline on SEC EDGAR + Alpha Vantage. ML models for personalized lesson sequencing. Validated across 3 retraining cycles in a multilingual beta.

scikit-learn NLP SEC EDGAR Alpha Vantage Recharts

🧠 Retina Connectomics @ UMD

10K+ neural annotation exports. PCA-based orientation across 500+ neuron skeleton files to quantify inter-layer connectivity patterns.

scikit-image NumPy Matplotlib R Python

🔍 Enterprise Demand Intelligence

Multi-agent semantic routing with Sentence Transformers, UMAP, HDBSCAN. Continuous reasoning loops via Google ADK and Model Context Protocol.

Google ADK MCP UMAP HDBSCAN Sentence Transformers

🛠️ Tech Stack

Python SQL R Scala Bash MATLAB PyTorch HuggingFace scikit-learn XGBoost MLflow AWS GCP Azure Spark Kafka Airflow Docker Kubernetes FastAPI Tableau PowerBI Streamlit Plotly

🌱 Currently

girl with laptop

  • 🎓  MS Research on neural connectomics @ UMD · May 2026
  • 🏗️  Data Scientist @ Connyct — AI-native social product, NYC
  • 🔭  Exploring agentic eval frameworks & LLM observability




trains models & her biceps🎀 · wanderlust always ✈️ · paints, sings & dances between deployments 🎨🎤💃

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