Aayushma-Portfolio

Email
pantaayushma77@gmail.com
Phone
+977 9843844897
Birthday
December 1
Location

Kathmandu, Nepal

About me

I'm a results-driven research engineer with expertise in artificial intelligence, machine learning, computer vision, and data science. I enjoy making complex technical tasks simpler by creating smart, productive, and user-friendly AI solutions.

As an ML/AI engineer, my goal is to create advanced algorithms and systems that work smoothly and also push the boundaries of innovation. I add intelligence to your software solutions, making sure they are not only effective but also easy to use. I aim to capture your vision and identity in the algorithms and models I create. Whether it's making recommendation systems, predictive analytics models, or CV and NLP algorithms, I bring creativity, accuracy, and innovation to every project, making sure your message gets across and your goals are met effectively.

What i'm doing

3D and Computer Vision

I work with 3D models and develop 3D mesh and computer vision algorithms.
AI and Data science

I develop AI models and work on various AI projects such as Gen AI, LLM, and multimodal AI
Research and Development

I research and develop machine learning projects, involving system architecture design through to the deployment of optimized real products.
MLOPS and Data Engineering

I add MLOps and data engineering tools to optimize the machine learning pipelines and workflow.

Resume

Education

Tribhuvan University
Nov 2017 - Apr 2022
Courses: Applied Mathematics, Calculus, Linear Algebra, Probability & Statistics, C,C++, Data Mining, Physics, Digital Logics, Signal Processing, Computer Graphics, Discrete Structure, Computer Organization and Architecture, Microprocessor
- Committee member of the Robotics and Automation Center.
- Certified in multiple courses and received scholarships for academic excellence and accomplishments.

Experience

Computer Vision Research Engineer

Angelswing Inc , Seoul, S. Korea
Aug 2021 – Present
- Developed the MVP for 3D mesh generation integrating computer graphics and Structure-from-Motion (SFM) technology.
- Designed and implemented an algorithm for real-time aerial image stitching, leading to a 50% decrease in time complexity and a 40% improvement in processing speed utilizing computer vision techniques, GIS, and Mathematical logic.
- Developed a complete pipeline for machine learning models targeting aerial ground control point (GCP) detection, reducing manual data processing time by 65% for the CS team.
- Created an MVP of UAV images and video visualization system, resulting in a 25% increase in user engagement compared to previous systems using Three.js and 3D Vision.
- Designed and developed an Inspection system using Machine Learning (ML), resulting in a 60% improvement in inspection accuracy and operationalized it through MLOPs for automated training and monitoring.
- Led research team by initiating, collaborating, and guiding research projects resulting in a 20% increase in project development efficiency and contributing to the achievement of 90% of OKR targets.
- Represented the company as a keynote speaker and trainer at various industry events and conferences, reaching over 1000 industry professionals and enhancing company visibility by 50%.
Educator

Smart Cheli, Lalitpur, Nepal
Apr 2021 -Present
- Taught Python programming lessons to a classroom of almost 20 students, resulting in increased student engagement by utilizing effective teaching methods and resources.
- Mentored young girls on internet surfing, Scratch programming, and problem-solving skills, resulting in increased confidence in the digital space by guiding them in developing their skills and addressing any challenges they faced.
Data Science Fellow

Alpha AI Haryana, India
Nov 2020 - Mar 2021
- Collaborated with a team of engineers to develop a recommendation system application, to enhance algorithms and boost user engagement and satisfaction.
- Developed a functional barcode detection research project using computer vision techniques (YOLO5).