IOE Entrance Rank 10 • Top Performer

AI/ML
Enthusiast

Passionate about solving real-world problems using deep learning and data-driven approaches. Currently pursuing Computer Engineering at IOE Pulchowk Campus with hands-on experience in AI projects.

Pulchowk, Lalitpur
jrsaksham10@gmail.com
+977-9845283345
Saksham's Photo

Education

Strong academic foundation in Computer Engineering and Science

Bachelor's in Computer Engineering
Institute of Engineering, Pulchowk Campus
Apr 2022 – July 2026
Aggregate: 81.76%

Key Coursework:

Computer ArchitectureArtificial IntelligenceData StructuresProject ManagementSoftware Engineering
+2, Science
Orchid Science College, Bharatpur, Chitwan
July 2019 - Sept 2021
GPA: 3.59

Key Coursework:

CalculusAlgebraPhysicsComputer OverviewChemistry

Experience

Leadership roles and professional experience in education and student organizations

Mentor
ClampHook AcademyKupondole, Lalitpur
May 2023 – Present
  • Working as a mentor for students appearing for the Institute of Engineering, Entrance Examination
  • Volunteered as a Computer-Based Test invigilator
Hostel Prefect
Pulchowk Campus Boys HostelPulchowk, Lalitpur
Aug 2023 – July 2024
  • Elected member of the Hostel Prefect Committee
  • Supervised and managed hostel activities, ensuring a safe and disciplined environment for over 390 students
Executive Member
Chitwan Engineering Students AssociationPulchowk Campus
Mar 2023 - Mar 2024
  • Organized 3+ major student welfare events, including blood donation campaign, book distribution, and clothes donation
  • Developed leadership and teamwork skills while contributing to the campus community
Event Organizer
LOCUSPulchowk Campus
Jan 2023
  • Managed logistics and setup for 2 major robotics competitions: RoboPop and Dronacharya with 20+ participants
  • Marketing team member to reach out to sponsors
  • Worked as a volunteer for the LOCUS Photography Competition

Featured Projects

Grape Disease Identification

Deep Learning-based Disease Detection System

Developed a cutting-edge deep learning system using Convolutional Neural Networks (CNN) to accurately identify grape plant diseases from leaf images. The system features a user-friendly web interface for real-time disease predictions with exceptional accuracy.

Key Features

  • 98% accuracy in disease detection
  • Real-time prediction interface
  • User-friendly web application

Skills Acquired

  • CNN Architecture Design
  • Data Augmentation Techniques
  • Hyperparameter Tuning

Technologies Used

PythonTensorFlowFastAPICNNDeep LearningDropout RegularizationPoolingTensorflow Pipelines

Vehicle Number Plate Recognition

AI-Powered License Plate Detection System

An advanced vehicle license plate recognition system using YOLOv8 and EasyOCR for real-time detection, tracking, and OCR processing. Ideal for traffic monitoring and surveillance applications.

Key Features

  • Real-time vehicle tracking with SORT
  • Custom trained YOLOv8 model
  • Automated CSV data export

Technical Highlights

  • CUDA-accelerated processing
  • EasyOCR text recognition
  • Multi-object tracking

Technologies Used

PythonYOLOv8EasyOCROpenCVCUDASORTNumPyPandasTensorRTPytorch

Certifications

Continuous learning and professional development in AI/ML

Machine Learning Specialization
Coursera, Deeplearning.AI

Comprehensive training in machine learning algorithms, neural networks, and practical implementation using TensorFlow and scikit-learn.

Key Skills:

NumPyTensorFlowNeural NetworksRegression Analysis
Data Visualization
Kaggle Learn

Mastered data visualization techniques using Python libraries to create compelling and informative visual representations.

Key Skills:

SeabornMatplotlibData AnalysisStatistical Visualization
Career Essentials in Generative AI
Microsoft and LinkedIn

Explored the fundamentals of generative AI, AI ethics, and practical applications in modern business environments.

Key Skills:

CopilotAI EthicsGenerative AIMicrosoft 365
Intermediate Machine Learning
Kaggle Learn

Advanced machine learning techniques including ensemble methods, feature engineering, and model optimization strategies.

Key Skills:

XGBoostDecision TreesFeature EngineeringModel Optimization
Intro to Machine Learning
Kaggle Learn

Developed an understanding of Machine Learning and some Machine Learning Algorithms.

Key Skills:

XGBoostDecision TreesFeature EngineeringModel Optimization

Skills & Expertise

Technical proficiency across multiple domains and technologies

Languages
CC++PythonHTMLJavaScriptJavaSQL
Frameworks
NumPyPandasMatplotlibSeabornScikit-LearnTensorFlowStreamlitYOLOOpenCV
Tools
ExcelPhotoshopCapcutLightroomGit
Platforms
Visual StudioGoogle ColabJupyter NotebookPyCharm

Notable Achievements & Interests

IOE Entrance Rank 10

Achieved top 10 ranking and honored as Chitwan Topper by CESA

120+

Blood Donation Organizer

Organized campaigns collecting over 120 units of blood

🎵

Creative Interests

Singing, Guitar, Piano, Harmonium, Dancing