Hi, I'm Nayan

Electronics, Communication and Information Engineering graduate. Passionate about innovating tomorrow with intelligent solutions.

Kathmandu, Nepal
nayanbastakoti123@gmail.com
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Experience

Software Engineer

CIC Nepal

May 2025 - Present
  • • Work as a full-stack software engineer developing comprehensive web applications and platforms
  • • Developed an innovative platform designed for AI enthusiasts and professionals to enhance their learning experience and skill development
  • • Implemented Stripe payment integration to enable secure and seamless transaction processing
  • • Add caching mechanism to improve performance and reduce server load

Software Engineer

Cosmic Global Technologies

Aug 2023 - May 2025
  • • Develop web app for Granular Grid and Distribution System Insights
  • • Fine-tuned AI models using LoRA (Low-Rank Adaptation) technique for Power and Energy domain
  • • Collaborated with cross-functional teams to design and implement AI-driven solutions

Featured Projects

Heart Rate Prediction: A Deep Dive into Data

Deep Learning Approach Using PPG Signal and Accelerometer

Developed a model leveraging CNN and Transformer techniques to predict heart rates from physiological signals with advanced preprocessing.

Deep LearningCNNTransformerSignal Processing

Autonomous Vehicles: Navigating the Future

Self Driving Vehicle Implementation

Implemented computer vision algorithms for real-time object detection and integrated sensor data with control systems.

Computer VisionObject DetectionAutonomous SystemsPython

Smartbot using MCTS Algorithm

Smartbot Using MCTS Algorithm

Created intelligent bot using Monte-Carlo Tree Search algorithm for strategic decision-making in card games.

MCTSGame AIPythonAlgorithm Design

Publications & Presentations

Heart Rate Estimation from PPG and Accelerometer via CNN-Transformer Fusion: HeartFusion

International Conference on Technologies for Computer, Electrical, Electronics & Communication (ICT-CEEL 2023)

Authors: N. Bastakoti, S. Poudel, S. Lamsal, Y. Sharma and A. Jaiswal

Presented novel approach combining CNN and Transformer architectures for accurate heart rate estimation using physiological signals.

View Publication

Technical Expertise

Programming Languages

PythonJavaScriptCC++

Technologies & Frameworks

PyTorchNumPyPandasLangChainRestAPISQLLinuxMatlab

Education

Bachelor in Electronics, Communication and Information Engineering

Pulchowk Campus, IOE, TU | Lalitpur, Nepal

2018 - 2023

Relevant Coursework:

Artificial IntelligenceData ScienceProbability & StatisticsData Structure & AlgorithmDiscrete MathematicsObject Oriented Programming

Awards & Scholarships

  • • Full Scholarship for Undergraduate Studies
  • • Mahatma Gandhi Scholarship in High School

Certifications