➜ ~ cat curriculum_vitae.md

Curriculum Vitae

Senior AI/ML Researcher at Deep In Sight, Seoul, South Korea. M.Sc. in IT Convergence Engineering. Computer vision researcher across depth, 3D, restoration and automotive perception.

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➜ ~ git log --experience

Experience

2024 → Now

Senior AI/ML Researcher

Deep In Sight · Seoul, South Korea

R&D, AI Lab. Driver monitoring (DMS) and in-cabin perception: object detection, semantic and instance segmentation, monocular depth estimation, model compression and pipeline integration.

2022 → 2024

AI Researcher → Project Lead → Group Lead

DeltaX.ai · Seoul, South Korea

Automotive Perception Group, AI Lab. DMS and OMS, depth estimation, 3D body keypoints, 3D reconstruction, sensor fusion (RGB, IR, LiDAR, IMU, RADAR), detection and segmentation, path planning, trajectory estimation, model compression and pipeline integration.

2019 → 2022

Vision Researcher

CVIP Lab, Gachon University · South Korea

Computer Vision and Image Processing Lab. Depth estimation, 3D reconstruction and generative vision modeling (GANs).

2018 → 2019

Analyst, Business Development

Apex DMIT Ltd. · Dhaka, Bangladesh

Analysing and managing overseas assets and developing business (formerly Kazi IT Center).

2018

Teaching Assistant

Dept. of EEE, University of Liberal Arts · Dhaka, Bangladesh

Lectures on course concepts, hands-on training on circuits and devices, and grading.

➜ ~ cat education.txt

Education

2019 → 2021

Master of Engineering, IT Convergence Engineering

Gachon University, South Korea · GPA 4.43 / 4.50

thesis: Deep Learning-based Image Inpainting for Irregular Masks using Attention.

2013 → 2017

Bachelor of Engineering, Electronics & Telecommunication Engineering

University of Liberal Arts, Bangladesh · GPA 3.83 / 4.00

thesis: Instantaneous Estimation of Shot Importance for Multimedia Summarization using Two-stream CNN.

➜ ~ cat skills.json

Skills

Languages

PythonC++

Frameworks

PyTorchTensorFlowKerasONNXTFLiteROS

Libraries

NumPySciPyOpenCVOpen3Dscikit-learnpandasMatplotlib

Versioning

GitDocker

Management

JiraConfluenceAzure DevOpsNotion

➜ ~ cat awards.txt

Awards & honors

5th / 67 teams, AIM 2025 Challenge on Inverse Tone Mapping, ICCV2025
11th / 50 teams, NTIRE 2024 Challenge on Image Super-Resolution (×4), CVPR2024
7th / 101 teams, 2nd Monocular Depth Estimation Challenge, CVPR2023
11th / 157 teams, AIM Reversed ISP Challenge, ECCV2022
8th / 88 teams, AIM Extreme Image Inpainting Challenge, ECCV2020
Best Paper Award (Poster), Int. Conf. on Next Generation Computing, Thailand2019
Excellent Achievement, Work Order Analysis Training, Kazi IT Center, Bangladesh2018
Honorable Mention, Best Paper (Oral), ICAICT, Bangladesh2016
Dean's Honor List (Undergraduate), University of Liberal Arts, Bangladesh2015-16