Amrutha Lakshmi Hk

About

B.Tech CSE (Data Science) student with hands-on experience in machine learning, deep learning, NLP, and data analysis through academic projects and research. Strong skills in Python, SQL, and modern data/AI tools, with a focus on building practical, impactful systems.

Education

• B.Tech in CSE (Data Science)
  Dayananda Sagar University
  Data Science · Aug 2023 – Aug 2027
• Class 12 Pre-University
  Jss Women’s PU College
  May 2021 – Mar 2023
• Class 10 CBSE
  Sri Nirvanaswamy Public School
  May 2020 – Mar 2021

Skills

• SQL
• C
• CSS
• Data Analysis
• Deep Learning
• Express.js
• HTML
• Python
• Machine Learning
• Node.js
• Django
• NumPy
• Pandas
• Streamlit
• scikit-learn
• Natural Language Processing
• Face Recognition

Projects

• Deep Learning Based Face Recognition System
  Python, OpenCV, TensorFlow/PyTorch, GAN

  Developed a deep learning-based face recognition system capable of identifying individuals under disguises such as masks, glasses, and makeup. Implemented GAN models with face anti-spoofing techniques to extract invariant facial features and improve recognition accuracy.

• AI-Powered Surveillance System
  Python, OpenCV, Flask, Deep Learning (CNN)

  Built an AI-powered surveillance system that processes live CCTV feeds to perform real-time face detection and recognition. Integrated multi-camera tracking and automated alert generation to identify suspicious or known individuals.

• AI-Driven Career Recommendation System
  Python, NLP, Pandas, Streamlit

  Developed an AI-driven system that analyzes user resumes and compares them with job descriptions to identify skill gaps. Used NLP and machine learning techniques to generate personalized upskilling recommendations and career guidance.

• Hospital Database Management System
  SQL, MySQL

  Designed a relational database for patient and appointment management using SQL, joins, triggers, and constraints. Implemented structured data storage and efficient querying for data retrieval and management.

• E-Commerce Sales & Customer Analytics
  Excel, Power Query, MySQL, SQL, Power BI, Python, Pandas

  Analyzed approximately 100K e-commerce orders from the Olist dataset to uncover sales, customer, and delivery-performance trends. Developed an interactive Power BI dashboard and generated actionable business recommendations.

• GUI-Based ICU Patient Monitoring System
  MATLAB

  Implemented a GUI-based ICU patient monitoring system that renders real-time vital signs. Secured 2nd place in a department-level competition.

• Face Reconstruction from Occluded Images Using Pix2Pix GAN
  Python, OpenCV, TensorFlow/PyTorch, GAN, Pix2Pix

  Developed a GAN-based image reconstruction system to recover occluded facial regions using Pix2Pix. Evaluated reconstruction quality using PSNR and SSIM metrics.

Courses & certifications

• Oracle Certified Data Science Professional · Oracle

🏆 Achievements & awards

• Runner up in MATLAB ICU Monitoring System Project

  Department-level runner-up for the GUI-Based ICU Patient Monitoring System project.

• 5-Star Rating in Problem Solving SQL on HackerRank

  Achieved a 5-star rating in Problem Solving SQL on HackerRank.

• Solved more than 100 problems on LeetCode

  Completed over 100 problems on LeetCode.

📚 Publications

• Face Reconstruction from Occluded Images Using Pix2Pix GAN with PSNR and SSIM Evaluation · 2026

🤝 Volunteering

• Interdisciplinary Symposium on AI in Neuroscience (NIMHANS & CDSIMER) · Volunteer