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<head>
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Sriteja Madishetty | Data Analyst Portfolio</title>
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<body class="font-sans bg-gray-50 text-gray-800">
<!-- Navigation -->
<nav class="fixed w-full bg-white shadow-md z-50">
<div class="container mx-auto px-6 py-4">
<div class="flex justify-between items-center">
<a href="#" class="text-2xl font-bold text-blue-800">Sriteja Madishetty</a>
<!-- Mobile menu button -->
<button id="mobile-menu-button" class="md:hidden focus:outline-none">
<i class="fas fa-bars text-2xl"></i>
</button>
<!-- Desktop Menu -->
<div class="hidden md:flex space-x-8">
<a href="#home" class="nav-link">Home</a>
<a href="#about" class="nav-link">About</a>
<a href="#skills" class="nav-link">Skills</a>
<a href="#projects" class="nav-link">Projects</a>
<a href="#experience" class="nav-link">Experience</a>
<a href="#contact" class="nav-link">Contact</a>
</div>
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<!-- Mobile Menu -->
<div id="mobile-menu" class="md:hidden hidden mt-4">
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<a href="#home" class="nav-link">Home</a>
<a href="#about" class="nav-link">About</a>
<a href="#skills" class="nav-link">Skills</a>
<a href="#projects" class="nav-link">Projects</a>
<a href="#experience" class="nav-link">Experience</a>
<a href="#contact" class="nav-link">Contact</a>
</div>
</div>
</div>
</nav>
<!-- Hero Section -->
<section id="home" class="hero-gradient text-white pt-24 pb-20 md:pt-32 md:pb-28">
<div class="container mx-auto px-6">
<div class="flex flex-col md:flex-row items-center">
<div class="md:w-2/3 mb-12 md:mb-0">
<h1 class="text-4xl md:text-5xl lg:text-6xl font-bold leading-tight mb-6">
Hi, I'm <span class="text-blue-200">Sriteja Madishetty</span>
</h1>
<h2 class="text-2xl md:text-3xl text-blue-200 mb-8">
Data Analyst | AI/ML Engineer
</h2>
<p class="text-lg mb-8 max-w-lg">
Transforming complex data into actionable insights with expertise in Python, SQL, and Machine Learning. Passionate about leveraging data to drive business decisions and create impact.
</p>
<div class="flex flex-wrap gap-4">
<a href="#projects" class="bg-white text-blue-800 px-6 py-3 rounded-lg font-medium hover:bg-gray-100 transition duration-300">
View My Work
</a>
<a href="#contact" class="border-2 border-white text-white px-6 py-3 rounded-lg font-medium hover:bg-white hover:text-blue-800 transition duration-300">
Contact Me
</a>
<a href="#" class="border-2 border-white text-white px-6 py-3 rounded-lg font-medium hover:bg-white hover:text-blue-800 transition duration-300">
Download CV
</a>
</div>
</div>
<div class="md:w-1/3 flex justify-center">
<div class="relative">
<div class="w-64 h-64 md:w-72 md:h-72 bg-blue-700 rounded-full absolute -inset-1 blur-lg opacity-20"></div>
<img src="https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=774&q=80"
alt="Sriteja Madishetty"
class="rounded-full w-64 h-64 md:w-72 md:h-72 object-cover border-4 border-white shadow-xl relative">
</div>
</div>
</div>
</div>
</section>
<!-- About Section -->
<section id="about" class="py-20 bg-white">
<div class="container mx-auto px-6">
<div class="text-center mb-16">
<h2 class="text-3xl md:text-4xl font-bold mb-4">About Me</h2>
<div class="w-20 h-1 bg-blue-800 mx-auto"></div>
</div>
<div class="flex flex-col lg:flex-row items-center">
<div class="lg:w-1/3 mb-8 lg:mb-0 flex justify-center">
<div class="relative">
<div class="w-48 h-48 md:w-56 md:h-56 bg-blue-100 rounded-full absolute -inset-1 blur-lg opacity-30"></div>
<img src="https://images.unsplash.com/photo-1507003211169-0a1dd7228f2d?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=774&q=80"
alt="Sriteja Madishetty"
class="rounded-full w-48 h-48 md:w-56 md:h-56 object-cover border-4 border-blue-100 shadow-lg relative">
</div>
</div>
<div class="lg:w-2/3 lg:pl-12">
<h3 class="text-2xl font-semibold mb-6">Data Analyst with Strong Foundations in AI/ML</h3>
<p class="text-gray-600 mb-6 leading-relaxed">
I'm a data professional with expertise in data wrangling, visualization, and statistical analysis.
Experienced in SQL, Python, Tableau, and Excel for generating actionable business insights.
Adept at working with large datasets, building dashboards, and leveraging analytical models to drive decision-making.
</p>
<p class="text-gray-600 mb-6 leading-relaxed">
My journey in data science began during my computer science undergrad, where I discovered my passion for
extracting meaningful patterns from complex datasets. I've since honed my skills through advanced education
and hands-on projects in machine learning and AI.
</p>
<p class="text-gray-600 mb-8 leading-relaxed">
When I'm not analyzing data, you can find me exploring new machine learning techniques, contributing to open-source projects,
or writing about data science concepts on Medium.
</p>
<div class="grid grid-cols-1 sm:grid-cols-2 gap-4">
<div class="flex items-center bg-blue-50 p-3 rounded-lg">
<i class="fas fa-phone-alt text-blue-700 mr-3 text-lg"></i>
<div>
<h4 class="font-medium text-gray-700">Phone</h4>
<p class="text-gray-600">+1 661-515-1520</p>
</div>
</div>
<div class="flex items-center bg-blue-50 p-3 rounded-lg">
<i class="fas fa-envelope text-blue-700 mr-3 text-lg"></i>
<div>
<h4 class="font-medium text-gray-700">Email</h4>
<p class="text-gray-600">madishetty8@gmail.com</p>
</div>
</div>
<div class="flex items-center bg-blue-50 p-3 rounded-lg">
<i class="fab fa-linkedin-in text-blue-700 mr-3 text-lg"></i>
<div>
<h4 class="font-medium text-gray-700">LinkedIn</h4>
<p class="text-gray-600">linkedin.com/in/sritejamadishetty</p>
</div>
</div>
<div class="flex items-center bg-blue-50 p-3 rounded-lg">
<i class="fas fa-graduation-cap text-blue-700 mr-3 text-lg"></i>
<div>
<h4 class="font-medium text-gray-700">Education</h4>
<p class="text-gray-600">M.P.S. Data Science, UMBC</p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Skills Section -->
<section id="skills" class="py-20 bg-gray-50">
<div class="container mx-auto px-6">
<div class="text-center mb-16">
<h2 class="text-3xl md:text-4xl font-bold mb-4">Technical Skills</h2>
<div class="w-20 h-1 bg-blue-800 mx-auto"></div>
</div>
<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
<!-- Programming Languages -->
<div class="skill-card bg-white p-6 rounded-xl shadow-md transition duration-300">
<div class="flex items-center mb-4">
<div class="bg-blue-100 p-3 rounded-full mr-4">
<i class="fas fa-code text-blue-700 text-xl"></i>
</div>
<h3 class="text-xl font-semibold">Programming Languages</h3>
</div>
<div class="flex flex-wrap gap-2">
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Python</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">R</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">SQL</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Bash</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">C++</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Java</span>
</div>
</div>
<!-- Python Libraries -->
<div class="skill-card bg-white p-6 rounded-xl shadow-md transition duration-300">
<div class="flex items-center mb-4">
<div class="bg-blue-100 p-3 rounded-full mr-4">
<i class="fab fa-python text-blue-700 text-xl"></i>
</div>
<h3 class="text-xl font-semibold">Python Libraries</h3>
</div>
<div class="flex flex-wrap gap-2">
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Pandas</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">NumPy</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Matplotlib</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Seaborn</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Scikit-Learn</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">TensorFlow</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">PyTorch</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Hugging Face</span>
</div>
</div>
<!-- Machine Learning -->
<div class="skill-card bg-white p-6 rounded-xl shadow-md transition duration-300">
<div class="flex items-center mb-4">
<div class="bg-blue-100 p-3 rounded-full mr-4">
<i class="fas fa-brain text-blue-700 text-xl"></i>
</div>
<h3 class="text-xl font-semibold">Machine Learning</h3>
</div>
<div class="flex flex-wrap gap-2">
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Supervised Learning</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Unsupervised Learning</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Feature Engineering</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Hyperparameter Tuning</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Model Evaluation</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Generative AI</span>
</div>
</div>
<!-- Data Visualization -->
<div class="skill-card bg-white p-6 rounded-xl shadow-md transition duration-300">
<div class="flex items-center mb-4">
<div class="bg-blue-100 p-3 rounded-full mr-4">
<i class="fas fa-chart-bar text-blue-700 text-xl"></i>
</div>
<h3 class="text-xl font-semibold">Data Visualization</h3>
</div>
<div class="flex flex-wrap gap-2">
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Tableau</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Power BI</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Plotly</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Seaborn</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Matplotlib</span>
</div>
</div>
<!-- Big Data & Cloud -->
<div class="skill-card bg-white p-6 rounded-xl shadow-md transition duration-300">
<div class="flex items-center mb-4">
<div class="bg-blue-100 p-3 rounded-full mr-4">
<i class="fas fa-cloud text-blue-700 text-xl"></i>
</div>
<h3 class="text-xl font-semibold">Big Data & Cloud</h3>
</div>
<div class="flex flex-wrap gap-2">
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">PySpark</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Hadoop</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">AWS</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Azure</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Google Cloud</span>
</div>
</div>
<!-- DevOps & Tools -->
<div class="skill-card bg-white p-6 rounded-xl shadow-md transition duration-300">
<div class="flex items-center mb-4">
<div class="bg-blue-100 p-3 rounded-full mr-4">
<i class="fas fa-tools text-blue-700 text-xl"></i>
</div>
<h3 class="text-xl font-semibold">DevOps & Tools</h3>
</div>
<div class="flex flex-wrap gap-2">
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Docker</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Kubernetes</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Jenkins</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Git</span>
<span class="bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">MLflow</span>
</div>
</div>
</div>
</div>
</section>
<!-- Projects Section -->
<section id="projects" class="py-20 bg-white">
<div class="container mx-auto px-6">
<div class="text-center mb-16">
<h2 class="text-3xl md:text-4xl font-bold mb-4">Featured Projects</h2>
<div class="w-20 h-1 bg-blue-800 mx-auto"></div>
</div>
<div class="grid grid-cols-1 md:grid-cols-2 gap-8">
<!-- Project 1 -->
<div class="project-card bg-white rounded-xl overflow-hidden shadow-lg relative">
<div class="h-48 overflow-hidden">
<img src="https://images.unsplash.com/photo-1620712943543-bcc4688e7485?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=765&q=80"
alt="LLM-Driven RAG System"
class="w-full h-full object-cover">
</div>
<div class="p-6">
<div class="flex justify-between items-start mb-2">
<h3 class="text-xl font-semibold">LLM-Driven RAG System for Query Answering</h3>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">Gen AI</span>
</div>
<p class="text-gray-600 mb-4">
Developed a predictive model using word embeddings to extract treatment names from clinical notes, achieving a 94% weighted F1-score on a highly imbalanced dataset.
</p>
<div class="flex flex-wrap gap-2 mb-4">
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">RAG</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">NLP</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">SVM</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">SMOTE</span>
</div>
<div class="project-overlay absolute inset-0 bg-blue-800 bg-opacity-90 flex items-center justify-center opacity-0 transition-opacity duration-300 p-6">
<div class="text-white">
<h3 class="text-xl font-bold mb-2">Key Achievements</h3>
<ul class="list-disc pl-5 space-y-2 text-sm">
<li>Outperformed traditional SVM models by 12%</li>
<li>Used pre-trained word embeddings for improved classification</li>
<li>Addressed class imbalance with SMOTE and stratified sampling</li>
<li>Applied advanced NLP techniques for robust preprocessing</li>
</ul>
<div class="mt-4 flex space-x-3">
<a href="#" class="text-white hover:text-blue-200">
<i class="fab fa-github"></i> Code
</a>
<a href="#" class="text-white hover:text-blue-200">
<i class="fas fa-file-alt"></i> Case Study
</a>
</div>
</div>
</div>
</div>
</div>
<!-- Project 2 -->
<div class="project-card bg-white rounded-xl overflow-hidden shadow-lg relative">
<div class="h-48 overflow-hidden">
<img src="https://images.unsplash.com/photo-1576091160550-2173dba999ef?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=1170&q=80"
alt="Employee Attrition Analysis"
class="w-full h-full object-cover">
</div>
<div class="p-6">
<div class="flex justify-between items-start mb-2">
<h3 class="text-xl font-semibold">Employee Attrition Analysis</h3>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">ML</span>
</div>
<p class="text-gray-600 mb-4">
Developed an unsupervised model for employee attrition, achieving an 86% weighted F1-score on an imbalanced dataset with 500 clusters.
</p>
<div class="flex flex-wrap gap-2 mb-4">
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">K-Means</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">PCA</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">DBSCAN</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">SME Insights</span>
</div>
<div class="project-overlay absolute inset-0 bg-blue-800 bg-opacity-90 flex items-center justify-center opacity-0 transition-opacity duration-300 p-6">
<div class="text-white">
<h3 class="text-xl font-bold mb-2">Key Achievements</h3>
<ul class="list-disc pl-5 space-y-2 text-sm">
<li>Performed extensive data cleaning and preprocessing</li>
<li>Conducted EDA to identify key trends and outliers</li>
<li>Created 500 clusters with SME guidance</li>
<li>Demonstrated full ML pipeline expertise</li>
</ul>
<div class="mt-4 flex space-x-3">
<a href="#" class="text-white hover:text-blue-200">
<i class="fab fa-github"></i> Code
</a>
<a href="#" class="text-white hover:text-blue-200">
<i class="fas fa-file-alt"></i> Case Study
</a>
</div>
</div>
</div>
</div>
</div>
<!-- Project 3 -->
<div class="project-card bg-white rounded-xl overflow-hidden shadow-lg relative">
<div class="h-48 overflow-hidden">
<img src="https://images.unsplash.com/photo-1611974789855-9c2a0a7236a3?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=1170&q=80"
alt="Stock Trends Analysis"
class="w-full h-full object-cover">
</div>
<div class="p-6">
<div class="flex justify-between items-start mb-2">
<h3 class="text-xl font-semibold">Stock Trends Analysis</h3>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">Finance</span>
</div>
<p class="text-gray-600 mb-4">
Analyzed stock prices using technical indicators like Moving Averages, RSI, and Bollinger Bands to provide market insights.
</p>
<div class="flex flex-wrap gap-2 mb-4">
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">Python</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">Pandas</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">Matplotlib</span>
<span class="bg-blue-100 text-blue-800 text-xs px-3 py-1 rounded-full">Seaborn</span>
</div>
<div class="project-overlay absolute inset-0 bg-blue-800 bg-opacity-90 flex items-center justify-center opacity-0 transition-opacity duration-300 p-6">
<div class="text-white">
<h3 class="text-xl font-bold mb-2">Key Achievements</h3>
<ul class="list-disc pl-5 space-y-2 text-sm">
<li>Calculated and visualized key technical indicators</li>
<li>Provided insights into market trends and volatility</li>
<li>Demonstrated data analysis in financial markets</li>
<li>Helped investors make informed decisions</li>
</ul>
<div class="mt-4 flex space-x-3">
<a href="#" class="text-white hover:text-blue-200">
<i class="fab fa-github"></i> Code
</a>
<a href="#" class="text-white hover:text-blue-200">
<i class="fas fa-file-alt"></i> Case Study
</a>
</div>
</div>
</div>
</div>
</div>
<!-- Project 4 -->
<div class="project-card bg-white rounded-xl overflow-hidden shadow-lg relative">
<div class="h-48 overflow-hidden">
<img src="https://images.unsplash.com/photo-1622675363311-3e1904dc1885?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=1170&q=80"
alt="Fine-Tuning LLM"
class="w-full h-full object-cover">
</div>
<div class="p-6">
<div class="flex justify-between items-start mb-2">
<h3 class="text-xl font-semibold">Fine-Tuning LLM for Treatment Prediction</h3>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">NLP</span>
</div>
<p class="text-gray-600 mb-4">
Fine-tuned Clinical BERT using EHR-trained embeddings for accurate classification and entity recognition from clinical notes.
</p>
<div class="flex flex-wrap gap-2 mb-4">
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<li>Achieved 94% weighted F1-score</li>
<li>Fine-tuned Clinical BERT with EHR embeddings</li>
<li>Handled class imbalance effectively</li>
<li>Applied advanced NLP preprocessing</li>
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<h4 class="text-lg font-semibold">Senior Software Engineer</h4>
<span class="bg-blue-100 text-blue-800 text-xs px-2 py-1 rounded-full">02/2022 – 11/2022</span>
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<li>Optimized SQL queries and ETL workflows for financial reporting</li>
<li>Developed automation scripts using Shell and Python, improving efficiency</li>
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<a href="#" class="text-2xl font-bold text-white">Sriteja Madishetty</a>
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