Amit Raj Pant

Computer Engineer

IOE, Tribhuvan University

About Me

I am a Computer Engineering Grauate from Institute of Engineering, Thapathali Campus, Tribhuwan University. I am interested in Artificial Intelligence and currently looking for MS/Phd in AI or Computer Science.

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Interests
  • Artificial Intelligence
  • Deep Learning
  • Machine Learning
  • Astrophysics
  • Natural Language Processing
  • EfficientML
Education

  • Bachelor's in Computer Engineering

    Institute of Engineering, Thapathali Campus

Experience

  1. Junior Machine Learning Engineer

    LogicTronix
    • Developed a real-time FPGA-based object detection system that achieved 110 FPS on event data by designing a custom network and optimizing inference through threading, leading to 81% faster inference than conventional methods.
    • Evaluated and implemented different machine learning models for identifying operational anomalies in live motor systems.
    • Implemented and reviewed Spiking Neural Networks (SNNs) for event-based vision applications.

  2. Machine Learning Internship

    LogicTronix

    • Developed a 96% accurate FPGA-based real-time passenger counting system with head tracking, including dataset preparation.

    • Reduced inference time of deep learning models by upto 90% through pruning, quantization, and knowledge distillation.

    • Implemented and trained YOLO object detection family from scratch (YOLOv2, YOLOv3, YOLOv4, and YOLOv6) on PyTorch.

Education

  1. Bachelor's in Computer Engineering

    Institute of Engineering, Thapathali Campus
Skills & Hobbies
Technical Skills
Python

Proficiency in Python for data science, ML.

Data Science

Expertise in data preprocessing, analysis, and model development using libraries like Pandas, NumPy, and Scikit-learn.

SQL

Database querying, design, and optimization.

C++

Experince in deploying deep networks in C++ for edge computing.

Flask

Experience in developing web applications with Flask.

PyTorch & TensorFlow

Experince in devloping deep learning models from scratch PyTorch and TensorFlow.

HTML/CSS/JavaScript

Some experience in devloping front-end.

Docker

Experience in containerizing applications with Docker for deployment and scalability.

Git & GitHub

Proficient in version control using Git and GitHub for collaborative software development.

Soft Skills
Communication

Good verbal and written communication skills.

Problem-Solving

Able to solve complex challenges in software development and data science.

Collaboration

Experience working in cross-functional teams and collaborating with developers, data scientists, and product managers.

Time Management

Efficient in managing multiple tasks and meeting deadlines in fast-paced environments.

Leadership

Able to guide teams toward achieving goals, mentor junior developers, and maintain a positive working environment.

Hobbies
Reading
Guitar
chess-pawn Chess
Languages
85%
Nepali
75%
English
50%
Hindi