CHANDNI M N
Software Engineer | Python Developer | AI & Machine Learning
Chennai
Summary
Final-year Computer Science Engineering student with hands-on experience in Python, machine learning, and AI-driven application development. Passionate about building scalable software solutions and continuously learning emerging technologies.
Overview
4
4
Certificates
2
2
Languages
Work History
Analyst Trainee
Eagle-HiTech Softclou Pvt. Ltd.
06.2025 - 07.2025
- Completed a structured analyst training program covering practical machine learning application using Python and Scikit-learn.
- Built and evaluated an ML model on a Kaggle dataset, performing data preprocessing, feature selection, and model evaluation.
Education
B.E - Computer Science Engineering
Rajalakshmi Engineering College
Chennai05-2027
Skills
Programming & Query Languages : Python, SQL
Machine Learning & AI : Scikit-learn, Pandas, NumPy, Feature Engineering, ChatGPT, Claude AI
Cloud & Tools : Git, VS Code, Jupyter Notebook
Core CS : Data Structures & Algorithms, Object Oriented Programming,
Soft Skills : Communication, Team Collaboration,
Database Management Systems, Operating System, Computer Networks
Timeline
Infosys Springboard Front End Web Developer Certification
10-2025
Workato Automation Pro – Certified
07-2025
Analyst Trainee
Eagle-HiTech Softclou Pvt. Ltd.
06.2025 - 07.2025
Infosys Springboard Java Foundation Certification
11-2024
Cambridge English: Preliminary (PET) – CEFR Level B1
01-2020
B.E - Computer Science Engineering
Rajalakshmi Engineering College
PROJECTS
Vidyapathaa – One-Stop Personalized Career & Education Advisor
• Developed a centralized platform to guide students in making informed career and education decisions using structured and reliable data.
• Addressed challenges such as lack of personalized guidance, unclear career pathways, and scattered information on colleges, exams, cutoffs, and fees.
• Designed recommendation logic based on student interests and aptitude, including localized college insights.
Legal Awareness AI Chatbot
• Built an AI-driven chatbot to improve public awareness of legal rights and procedures.
• Implemented frontend using React and backend APIs using Flask and Python.
Loan Prediction System
• Developed a machine learning model to automate loan eligibility prediction.
• Performed data cleaning, feature engineering, and model evaluation using Scikit-learn.
AREAS OF INTEREST
Artificial Intelligence | Data Engineering | Ethical Technology | Cloud Computing | DevOps & Automation
Projects
Vidyapathaa – Career Guidance Platform | Nov 2025
- Technologies: Python, Supabase, React
- Designed recommendation logic and database operations for personalized college and entrance exam recommendations.
- Collaborated with the frontend team to integrate backend services and database functionality.
FOCUS AI – Student Attention Monitoring System | May 2026
- Technologies: Python, FastAPI, Next.js, MediaPipe, OpenCV, WebSockets, SQLite
- Built a real-time system that tracks student attention during online classes using facial landmark detection, classifying focus levels as attentive, distracted, drowsy, or fatigued.
- Developed a full-stack pipeline connecting a student webcam feed to a live teacher dashboard using WebSockets for real-time updates.
Research and Publications
Comparative Study of ML Algorithms for Loan Prediction
- Co-authored paper comparing Logistic Regression, Decision Tree, Random Forest, and XGBoost on Kaggle loan dataset.
- Achieved 88.73% test accuracy with Logistic Regression via feature selection and hyperparameter tuning and analyzed overfitting patterns across all 4 models.
Certifications
- SnowPro Associate: Platform — Snowflake (Apr 2026)
- Workato Automation Pro — Workato (Jul 2025)
- Appian Essentials — Appian Academy Online (Jun 2026)
- Front End Web Developer — Infosys Springboard (Oct 2025)
- The Joy of Computing Using Python — NPTEL (Oct 2024)
- Java Foundation — Infosys Springboard (Nov 2024)
Achievements and Activities
- Shortlisted among the Top 500 teams (Team VoltQuana) at the Niral Thiruvizha 3.0 Hackathon for SkillSync AI – AI-Powered Career Guidance Platform, qualified for the regional review.
- Secured 3rd in Python coding and 2nd in SQL challenge at inter-college technical symposium.
- Participated in 4 hackathons, contributed to innovative team-based solutions across AI/ML and web tracks.
- NPTEL Certifications – 3 Gold + 1 Silver
- Active member, IEEE Computer Society (2025–2026), NSS volunteer.