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
Freelance

Responsibilities

  • 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

Machine Learning Engineer

TECH CONSULTING PARTNERS LTD
May 2024 - Mar 2025
United Kingdom
Full-time

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

Machine Learning Intern

TECH CONSULTING PARTNERS LTD
Apr 2024 - Apr 2024
London Area, United Kingdom
Internship

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

Machine Learning Intern

Treeleaf Technologies
May 2023 - Oct 2023
Kathmandu, Nepal
Internship

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

Certifications

Machine Learning Specialization

Stanford University

2023

Intro to Machine Learning

Kaggle

May 2023

Supervised Machine Learning: Regression and Classification

Stanford University

Apr 2023

Introduction to SQL

DataCamp

Sep 2023

Pandas

Kaggle

Mar 2023

Python for Data Science, AI & Development

IBM

Feb 2023