Basanta Shrestha
AI Engineer & Full-Stack Developer
Passionate engineer with 4+ years of experience in data-driven machine learning, deep learning, and MLOps. Passionate about blending hardware and software to build intelligent systems with real world impact, while continuously learning and exploring new technologies.
About me
Passionate about creating innovative solutions and building exceptional digital experiences.
My Journey
Passionate engineer with 4+ years of experience in data-driven machine learning, deep learning, and MLOps. Passionate about blending hardware and software to build intelligent systems with real world impact, while continuously learning and exploring new technologies.
Core Technologies
What I Do
I specialize in full-stack development, creating scalable web applications with modern technologies. My focus is on delivering high-quality, user-centric solutions that drive business growth.
Technical Skills
Technologies and tools I use to build amazing digital experiences
Languages
Frameworks
Tools
Cloud
Databases
Work Experience
My professional journey in software development and technology
Curio Tech
Business Development Engineer
Led development of computer vision models for autonomous systems, improving accuracy by 25%
Architected scalable ML infrastructure serving 10M+ daily predictions
Mentored junior engineers and established ML best practices across the organization
Technologies Used:
Key Achievements:
Patent filed for novel attention mechanism
Led team of 8 engineers
Reduced inference latency by 40%
Electronics And Communication Engineering Student Society, Nepal
Active Member & Tech Mentor
Organized and mentored at X-Hack 1.0 and X-Hack 2.0, national-level hardware hackathons in Nepal
Mentored 1500+ students on cutting-edge technologies (IoT, Microcontrollers, Robotics)
Hosted 20+ large-scale formal programs including seminars, tech competitions, and guest lectures
Technologies Used:
Key Achievements:
Successfully organized 2 national-level hackathons
Mentored over 1500 students
Hosted 20+ technical programs
Robotics Club IOEPC
Active Member & Robotics Developer
Gained hands-on experience in robotics systems design, sensor integration, and automation programming
Developed autonomous robotic prototypes for Navigation of Mobile Robot with Nav2 and SLAM using LiDAR
Implemented machine learning models for sensor fusion optimization and obstacle detection
Designed Python-based data engineering pipelines for LiDAR and sensor data processing
Integrated AI algorithms for real-time autonomous control in robotic systems
Technologies Used:
Key Achievements:
Developed autonomous navigation system using Nav2 and SLAM
Implemented ML models for sensor fusion
Created data engineering pipelines for sensor data
CS50xNepal
Fair Incharge & AI/ML Instructor
Instructor for CS50xNepal's 6-week AI & ML foundation course for 60+ students
Managed CS50 AI Nepal program adapted from Harvard University's CS50 AI
Facilitated platform connecting government officials, policymakers, AI professionals, and students to advance AI education and policy discussions in Nepal
Technologies Used:
Key Achievements:
Successfully instructed 60+ students in AI/ML fundamentals
Adapted Harvard's CS50 AI curriculum for Nepal
Connected diverse stakeholders for AI policy advancement
Technical Skills
A showcase of my recent work and contributions
Neural Style Transfer Platform
Built a scalable web platform for artistic style transfer using deep learning. Implemented real-time processing with WebGL acceleration and deployed on AWS with auto-scaling capabilities.
MLOps Pipeline Framework
Designed and implemented a comprehensive MLOps framework for model training, validation, and deployment. Reduced model deployment time by 80% and improved model monitoring capabilities.
GNN-Based Recommendation System
Developed a full-stack recommendation system integrating Graph Neural Networks (SAGEConv, GAT, GATv2), Sentence Transformers, and PyTorch to deliver personalized recommendations based on graph structure and semantic similarity. Implemented Milvus vector database for efficient vector similarity search on sentence embeddings and graph node embeddings, enabling real-time semantic retrieval and ranking.
Gallery
A curated gallery of my work and collaborations — visual stories of projects, team driven solutions, and moments that shaped me.Images that reveal the process behind the results and the impact those choices delivered.
CS50 Frustation mode
A memorable moment from CS50xNepal while handling lots of pressure.
With respected Mayor Harka sampang Rai
Certificate of Acheivement from Harvard to our University Leaders.
With Er. Pukar Karki Sir
Respected mentor/advisor of CS50xNepal.
With Er. Sunil Sharma
Conference Conviner of ICRTAI.
With Prof. Dr. Sudhan Jha Sir
Advisor of ICRTAI.
Get In Touch
Let's discuss opportunities, collaborations, or just have a conversation about technology and innovation.
Contact Information
Response Time
Within 24 Hours
I typically respond to messages within 24 hours during business days. For urgent matters, please call or mention "URGENT" in your subject line.