Hi, I'm Nayan
Electronics, Communication and Information Engineering graduate. Passionate about innovating tomorrow with intelligent solutions.
Experience
Software Engineer
Oshara AI | Lalitpur, Nepal
- • Built a real-time voice AI pipeline using LiveKit, integrating LLM, speech-to-text (STT), and text-to-speech (TTS) components for low-latency voice agent interactions
- • Developed MCP-based tool integration for voice agents, enabling dynamic tool discovery, execution, and interaction with external services
- • Swapped in a graph-based RAG setup for retrieval, which measurably improved answer relevance (~20% in testing)
Software Engineer
CIC Nepal | Lalitpur, Nepal
- • 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 React Query caching mechanism to improve performance and reduce server load
Associate Software Engineer
Cosmic Global Technologies | Lalitpur, Nepal
- • Built a web app to visualize transmission lines and substations on a Leaflet map, using React Query to handle server-side data fetching and caching
- • Added Google and LinkedIn OAuth
- • Built an AI-powered assistant capable of answering user queries related to power systems and transmission networks using LangChain
Featured Projects
Regularized Online Balanced Descent (R-OBD)
Dynamic LLM Inference Serving
Implemented the algorithm in Python/PyTorch as an online convex optimization task, leveraging R-OBD to dynamically balance immediate service costs against switching penalties under fluctuating workload demands.
Autonomous Car Prototype
Self Driving Vehicle Implementation
Developed an autonomous car prototype using Arduino, DC motors and an embedded camera, with OpenCV processing live camera input to detect obstacles and dynamically change vehicle direction.
Smartbot using MCTS Algorithm
Game AI for 29 Points Card Game
Created a smartbot using the Monte-Carlo Tree Search (MCTS) algorithm that plays the 29 points card game in Python.
Signature Verification
Siamese Neural Network
Built a signature verification model using a Siamese Neural Network, trained to distinguish genuine signatures from forgeries with 95% accuracy.
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.
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 PublicationTechnical Expertise
Programming Languages
Technologies & Frameworks
Education
Bachelor in Electronics, Communication and Information Engineering
Pulchowk Campus, IOE, TU | Lalitpur, Nepal
Relevant Coursework:
Awards & Scholarships
- • Full Scholarship for Undergraduate Studies
- • Mahatma Gandhi Scholarship in High School