Experience & Education
My professional journey in AI and machine learning
Work Experience
Freelance Machine Learning Engineer
Self-Employed / PrismX AI/ML
Mar 2023 - Present
Remote
FreelanceResponsibilities
- •Developed and implemented advanced computer vision models for pose estimation, object detection, segmentation, and tracking
- •Architected and executed efficient Python pipelines for model optimization and retraining
- •Deployed scalable computer vision solutions on cloud platforms using MLOps practices
- •Created end-to-end machine learning pipelines for object detection and recognition
- •Building innovative solutions that benefit mankind using latest technology (ML, DL, MLOps, GenAI)
Technologies
PythonTensorFlowPyTorchOpenCVYOLOMLOpsComputer VisionGenAI
Key Achievements
- •Successfully delivered 30+ freelance projects with 100% client satisfaction
- •Specialized in cutting-edge computer vision and deep learning applications
- •Built robust MLOps pipelines for efficient model deployment and monitoring
- •Established strong reputation in AI/ML consulting and development
- •Currently working with PrismX AI/ML for enterprise solutions
Responsibilities
- •Conducted extensive research and experimentation with advanced computer vision algorithms, including GANs, stable diffusion, and CNNs
- •Enhanced user experiences through implementation of sophisticated image processing techniques, such as segmentation and generative AI
- •Deployed and maintained robust applications across various cloud platforms, ensuring seamless API integration
- •Optimized visualization solutions to facilitate intuitive user interaction with designs using YOLO, OpenCV, and MLOps tools
- •Developed and managed multiple modules employing computer vision, large language models (LLMs), and natural language processing (NLP)
Technologies
PythonGANsStable DiffusionCNNsYOLOOpenCVMLOpsLLMsNLPCloud Platforms
Key Achievements
- •Successfully implemented GANs and stable diffusion models for production use
- •Enhanced user experience through advanced image processing and generative AI
- •Optimized model performance and deployment across multiple cloud platforms
- •Led development of scalable and versatile AI solutions
- •Contributed to innovative applications using state-of-the-art AI technologies
Responsibilities
- •Gained hands-on experience with advanced ML/DL technologies and GenAI applications
- •Contributed to research and development of cutting-edge AI solutions
- •Participated in building beneficial applications using the latest technology stack
- •Learned industry best practices for machine learning model development and deployment
Technologies
Machine LearningDeep LearningMLOpsGenAIPython
Key Achievements
- •Successfully completed intensive 1-month internship program
- •Gained valuable experience in enterprise-level AI development
- •Contributed to ongoing research projects in generative AI
- •Secured full-time position based on outstanding performance
Responsibilities
- •Developed and implemented robust machine learning models leveraging deep learning architectures (CNN, YOLO) for real-time object detection
- •Designed and optimized high-throughput image and video processing pipelines for efficient data ingestion and analysis
- •Led development of automated compliance frameworks by employing computer vision techniques (OpenCV)
- •Contributed to model development through essential data preprocessing and post-processing tasks, including OCR, color analysis, and feature engineering
- •Gained practical experience in deploying ML projects using industry-standard tools
Technologies
PythonCNNYOLOOpenCVOCRPaddleOCRComputer VisionFastAPIMachine Learning
Key Achievements
- •Proficient in core ML concepts: decision trees, data preprocessing, EDA, and feature engineering
- •Successfully deployed CNN-based project that was tested on-site
- •Developed expertise in color analysis techniques like K-means clustering for ANPR applications
- •Gained practical experience with object detection frameworks and OCR libraries
- •Built strong foundation in ML research and development processes
- •Mastered computer vision skills including automatic number plate detection and recognition
Education
Bachelor of Computer Science (Hons)
Sunway International College
2021 - 2024
Kathmandu, Nepal
Specialized in Artificial Intelligence and Machine Learning with comprehensive coursework in advanced computer science topics.
Academic Achievements
- •Key coursework: Artificial Intelligence, Big Data Analysis, Network and Data Security
- •Data Structures and Algorithms, Computer Graphics, Web Systems
- •Distributed and Parallel Computing, Operating Systems, Software Project Management
- •Statistics, Calculus, and Linear Algebra
- •Strong foundation in both theoretical concepts and practical applications
Higher Secondary Education in Computer Science
Supreme Academy
2018 - 2021
Bhaktapur, Nepal
Completed higher secondary education with focus on Computer Science fundamentals and mathematics.
Academic Achievements
- •Focused on Computer Science fundamentals and programming basics
- •Strong mathematical foundation in calculus and statistics
- •Developed early interest in technology and software development
- •Excellent academic performance leading to university admission