Bangalore, India

Anjan
Manohar

AI & Data Science undergraduate building full-stack products and machine learning systems — from REST APIs and authentication to deployed models serving real-time predictions.

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Projects

01

ResumeIQ

  • React.js
  • Node.js
  • Express.js
  • MongoDB
  • AWS EC2
  • Puppeteer

An AI-powered resume and interview platform that generates ATS-optimized resumes, matches them against job descriptions and produces personalized interview reports.

  • REST APIs with JWT authentication plus guest access
  • Job-description matching, skill-gap analysis and prep roadmaps
  • LLM-powered resume generation with HTML-to-PDF export
  • Frontend on Vercel, backend on AWS EC2 behind Nginx with HTTPS
Live demoGitHub

02

Credit Risk Prediction

  • Python
  • Scikit-learn
  • Optuna
  • SQL
  • Streamlit
  • AWS

End-to-end credit scoring pipeline — cleaning, feature engineering, EDA and SQL analysis — served through a real-time Streamlit dashboard.

  • Logistic Regression tuned with Optuna, AUC-ROC 0.98
  • SMOTETomek for class imbalance
  • Real-time scoring dashboard deployed on AWS
Live demoGitHub

03

Healthcare Premium Prediction

  • Python
  • XGBoost
  • Scikit-learn
  • Pandas
  • Streamlit

Regression system that estimates health insurance premiums, with full preprocessing pipelines and interactive analytics.

  • Linear Regression and XGBoost models compared end to end
  • Normalization, encoding and feature engineering pipelines
  • RandomizedSearchCV tuning with metric-driven evaluation
Live demoGitHub

About

Hello, I'm Anjan — a fourth-year engineering student at MS Ramaiah Institute of Technology, Bangalore, studying Artificial Intelligence & Data Science. I'm also pursuing a parallel B.S. in Data Science from IIT Madras.

I enjoy building full-stack web apps, machine learning systems, and exploring generative AI — and I thrive at the intersection of artificial intelligence, full-stack development, and creative problem-solving.

Experience & Education

  1. Present

    AI Automation Intern — MERN Stack Developer

    IPage UMS Services, Hyderabad

    • Built MERN applications and backend services with Node.js, Express.js and REST APIs for internal business workflows.
    • Engineered end-to-end AI workflow automation with LangChain, Flowise and n8n.
    • Worked in Linux environments with Git/GitHub for collaborative, production-grade development.

  2. Oct 2023 — Present

    B.Tech, Artificial Intelligence & Data Science

    MS Ramaiah Institute of Technology, Bangalore — CGPA 9.43 (entering 7th semester)

  3. Jan 2024 — Mar 2025

    B.S. Data Science (Foundation Level)

    Indian Institute of Technology Madras — CGPA 8.63

Achievements

  • Semifinalist — Flipkart GRiD 8.0
  • Technical Track Winner — HaitiAlertNet Hackathon
  • Top 10 Teams — PKP Hackathon

Skills

Languages
C++PythonCJavaScriptSQL
Frontend
React.jsHTMLCSSEJS
Backend
Node.jsExpress.jsREST APIsJWT Auth
Databases
MySQLMongoDBSupabase
AI / ML
Machine LearningDeep LearningTensorFlowPyTorchScikit-learnXGBoostPandasNumPyModel Deployment
Tools
GitGitHubLinuxDockerAWSLangChainFlowisen8nOpenCV

Let's build something.

Emailpendemanjan2006@gmail.comGitHubAnjan-2006LinkedInanjan-pendemGeeksforGeekspendemanjan