Er. Sailesh Shiwakoti
I like to train deep neural nets on large datasets 🧠🤖💥
About
Computer Engineer and CTO/CoFounder with a passion for advancing AI research and education. Currently working as an AI/ML Research Engineer at NSDevil, South Korea, focusing on computer vision and generative AI. My research includes developing GANs for Persian carpet design synthesis and achieving 4% MAPE in stock price prediction using deep learning.
Beyond research, I'm a full-stack developer with expertise in Django, React, and Node.js, and have built everything from blockchain auction platforms to 3D game engines with C++ and DirectX 11. I'm also passionate about knowledge sharing, creating free educational content on DevOps, Reinforcement Learning, and Python programming.
With experience coordinating 1000+ students through educational programs and bridging technology gaps in schools across Nepal, I believe in making AI and technology accessible to everyone.
Experience
CTO | CoFounder
Binaryburst Solutions April 2024 - Present- Leading technical strategy and development for innovative software solutions
- Building and managing engineering teams for scalable product development
- Architecting full-stack applications with modern technologies
- Currently focused on coding and developing core platform features
Machine Learning & AI Engineer
NSDevil, South Korea June 2024 - April 2025- R&D on efficient handwritten recongnition model development using sequence models such as RNN and LSTM
- Set data version control, and deployed containerized AI services(10+) using Docker, docker compose, nginx and certbot
- Created presentation generation systems using LangChain for automated content
- Devleopved APIs with Flask and Django, integrated WebSocket, background jobs to handle concurrent users in real-time
Education
Bachelor's in Computer Engineering
Institute of Engineering, Pulchowk Campus Lalitpur, Nepal Aggregate Score: 82%Online Certifications
AI & Machine Learning
- Samsung: Artificial Intelligence
- Machine Learning Specialization
- Sequences, Time Series, and Prediction
- Generative AI with LLM
- NLP with Classification and Vector Spaces
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning
Development & Cloud
- Meta: Advanced React
- IBM: Docker, Openshift, Kubernetes
- Tutorials Point: Cloud Services, AWS
Cybersecurity
- Cisco, Ethical Hacking Council: Cyber Security
Professional Trainings
Applied Data Science
Samsung Innovation Campus- K-Means, DBSCAN, KNN, SVM, AdaBoost
- Deep Learning, CNN, RNN, LSTM
- Capstone project: Stock Price Prediction combining technical indicators, financial indicators, news sentiments, and macroeconomic factors
Cybersecurity
Logpoint Pvt. Ltd.- SIEM, SOAR, EDR, XDR
- SQL Injection, XSS Attacks, DoS, DDoS
Free Courses
DevOps
Complete DevOps course covering containerization, CI/CD pipelines, infrastructure automation, and cloud deployment strategies.
Reinforcement Learning
Comprehensive reinforcement learning course covering Q-learning, policy gradients, actor-critic methods, and deep RL applications.
Python
Complete Python programming course from basics to advanced topics including data structures, OOP, and practical applications.
Skills & Technologies
AI/ML
Languages
Cloud & DevOps
Featured Projects
GAN Rug Design
Interactive state-of-the-art carpet design application using Generative Adversarial Networks. Built DCGANs to synthesize Persian carpet designs with 85% authenticity.
Nepal Stock Price Prediction
State-of-the-art analysis of share prices for NMB Bank (Nepal). Achieved 4% MAPE for stock forecasting using deep learning with sentiment analysis integration.
Learn AI with AI
AI-powered learning platform for artificial intelligence education. Currently developing an agent that creates mind maps and knowledge graphs from AI research papers.
Nepali Social Media
A social media platform tailored for the Nepali community with features for connecting, sharing, and engaging with culturally relevant content.