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psk17/README.md

Hi there, I'm Pavan Kumar πŸ‘‹

Portfolio LinkedIn GitHub Email

πŸš€ About Me

Computer Science Engineer specializing in AI/ML, scalable software development, data analytics pipelines, and DevOps automation. I focus on transforming complex datasets into predictive models and architecting secure full-stack solutions.

  • πŸ€– AI/ML & Data Engineering: RAG systems, genomic data pipelines, ADMET molecular prediction, and predictive classification models.
  • πŸ’» Full-Stack Development: Architecting robust web applications and high-performance secure APIs using MERN & FastAPI.
  • ☁️ DevOps & Cloud: Automating deployment workflows, CI/CD pipelines, and cloud infrastructure exploration.
  • πŸ›‘οΈ Cybersecurity: Real-time network threat detection, anomaly classification, and security monitoring.

πŸ› οΈ Tech Stack & Tools

🌐 Languages

Python Java C JavaScript HTML5 CSS3

🧠 AI / ML & Data Analytics

PyTorch Scikit-Learn LangChain Pandas NumPy Power BI Tableau

⚑ Backend & Web Development

FastAPI Node.js Express.js React

πŸ—„οΈ Databases & DevOps

MongoDB MySQL AWS Docker Git


πŸ“Œ Featured Projects

πŸ§ͺ ChemXpore

An ADMET-AI prediction platform evaluating molecular properties via a robust Python API (built with Chemprop & RDKit integration).

Python FastAPI RDKit

πŸ“š RAG-Based Knowledge Retrieval

A production-ready, object-oriented Q&A system for private documents utilizing LangChain, vector embeddings, and FastAPI backend.

LangChain Python RAG

🏫 Campus Connect

Full-stack MERN communication platform featuring real-time messaging, automated deployment workflows, and role-based access control.

MongoDB Express React Node.js

πŸ›‘οΈ Real-time Log Threat Detection API

A hybrid ML anomaly detection system (Isolation Forest + XGBoost) for real-time monitoring and flagging suspicious network behavior.

Python XGBoost Security


πŸ† Achievements & Experience

  • πŸ’Ό Data Analyst Intern @ Princeton Smart Engineers β€” Engineered mRNA expression data pipelines for biological datasets.
  • πŸ₯‡ 3x Hackathon Champion β€” Prototyped innovative AI/ML & full-stack applications under strict hackathon time constraints.
  • πŸ“œ Certifications:
    • ☁️ AWS Certified Cloud Practitioner
    • πŸ“Š Data Analyst (Python) Certified
    • πŸ”’ Cybersecurity Specialist Certification

πŸ“¬ Connect with Me

Portfolio LinkedIn GitHub Email

Designed & Developed with ❀️ by Pavan Kumar

Popular repositories Loading

  1. data-analyst-portfolio-full data-analyst-portfolio-full Public

    This bundle contains 10 completed enterprise-level projects with notebooks, synthetic datasets, example code, and dashboard design placeholders.

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  2. ChemXplore ChemXplore Public

    AI-driven ADMET property prediction platform utilizing Chemprop-RDKit models trained on Therapeutics Data Commons (TDC) datasets. Features fast molecular property evaluation, radar visual summaries…

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  3. portfolio portfolio Public

    Personal portfolio website built with HTML, CSS, and JavaScript. Features interactive animations, a custom cursor, and a Vercel serverless contact form backend using Nodemailer for automated email …

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  5. Telecom-Retention Telecom-Retention Public

    Enterprise customer churn prediction and retention platform. Features SMOTE oversampling, Optuna tuning, and SHAP explainability across Logistic Regression, Random Forest, and XGBoost models, serve…

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  6. CampusConnect-main CampusConnect-main Public

    Full-stack MERN campus community hub featuring Awwwards-inspired 3D Three.js WebGL visuals, role-based auth (Student/Faculty/Admin), discussion forums, event calendars, lost & found tracker, and an…

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