Aditya Dixit

Product Engineer

Gorakhpur, Uttar Pradesh, India5 yrs 1 mo experience

Highly Stable

Key Highlights

Expert in hyperspectral imaging and remote sensing.
Innovative researcher in deep learning applications.
Proven experience in environmental monitoring projects.

Stackforce AI infers this person is a researcher specializing in environmental monitoring and remote sensing technologies.

Contact

Skills

Core Skills

Hyperspectral ImagingRemote SensingDeep LearningComputer VisionDistributed SystemsWeb Crawling

Other Skills

RedisScrapy crawlerApache KafkaApache ZooKeeperCProgrammingLinuxMachine LearningPython (Programming Language)MySQLHTMLCascading Style Sheets (CSS)PyTorch

About

My research interests include hyperspectral imaging, deep learning, and computer vision, with applications in remote sensing image analysis. As a PhD Research Scholar in the Department of Computer Science and Engineering at the Indian Institute of Technology (IIT) Indore, I have been actively involved in projects that form the core of my doctoral work. As part of my PhD, I successfully completed an Indian Space Research Organization (ISRO) project focused on denoising, classification, data scarcity, and compression challenges in hyperspectral imaging. Currently, I am working on the TEXMiN – Innovation Hub project, which investigates the contamination effects of various chemical compounds in mining pollutants. Through my research, I aim to advance computational techniques in hyperspectral imaging to address real-world challenges in environmental monitoring and remote sensing.

Experience

5 yrs 1 mo

Total Experience

2 yrs 5 mos

Average Tenure

3 mos

Current Experience

Texmin

Visiting Researcher

Sep 2025 – Jan 2026 · 4 mos · Dhanbad, Jharkhand, India · On-site

Currently conducting research on the contamination effects of various chemical compounds in mining pollutants. I am also collecting a chemical compound dataset using a hyperspectral camera to enhance the identification and classification of different mining-related pollutants.

Hyperspectral ImagingDeep LearningRemote Sensing

Indian institute of technology, indore

Teaching Assistant

Feb 2025 – Jun 2025 · 4 mos · On-site

Course code - CS 302/352: Computer Graphics and Visualization

University of sharjah

Visiting Researcher

Oct 2024 – Dec 2024 · 2 mos · Sharjah, Sharjah Emirate, United Arab Emirates · On-site

Enhancing Semi-Supervised Semantic Segmentation for Remote Sensing Data
Developed an adaptive thresholding mechanism that dynamically adjusts class-wise confidence thresholds based on convergence difficulty, improving pseudo-label selection in semi-supervised learning.
Implemented multi-level perturbation techniques, including input-level augmentations, feature dropout, and network perturbations, to enhance model robustness and generalization on limited labeled satellite images.
Fine-tuned the SAM-2 foundation model using transfer learning and domain-specific adaptations to improve segmentation accuracy on remote sensing datasets.

Avana iit indore

Core Member

Aug 2024 – Aug 2025 · 1 yr · IIT Indore · On-site

Indian institute of technology, indore

3 roles

Senior Research Fellow

Feb 2024 – Present · 2 yrs 3 mos · On-site

PHD Scholar

Promoted

Jul 2022 – Present · 3 yrs 10 mos · On-site

Junior Research Fellow

Feb 2022 – Feb 2024 · 2 yrs · On-site

Training and placement cell iit indore

Training and Placement Coordinator

Sep 2022 – Present · 3 yrs 8 mos · Indore, Madhya Pradesh, India · On-site

Indian institute of technology, madras

Project Engineer

Apr 2021 – Feb 2022 · 10 mos · India · On-site

Configuring and developing additional features for a distributed web crawler at IIT Madras.
Understanding how distributed systems can be created using Kafka, and Redis.
Understanding and making changes to and open-source project, Scrapy Crawler.

RedisScrapy crawlerApache KafkaApache ZooKeeperDistributed SystemsWeb Crawling

Unacademy

Physics Educator

Apr 2021 – Aug 2021 · 4 mos · Remote

Girlscript summer of code

Open Source Developer

Mar 2021 – Jun 2021 · 3 mos

Girls Script Summer of code is a 3 month-long open source program. I participated in it and contributed to some of the Projects in the front end as well backends like NeoAlgo, Algo tree, and Awesome javascript projects. It was a great time for me to learn new things and get to know about what open source is all about.

Indian institute of technology, madras

Intern

Dec 2019 – Jan 2020 · 1 mo · Chennai, Tamil Nadu, India · On-site

I worked on the RISC-V (Software Developer).
I did my project on topics:- Test Development for RISC-V Compliance

Indian institute of technology, bombay

Summer Intern

May 2018 – Jul 2018 · 2 mos · Mumbai, Maharashtra, India · On-site

Field: Compilers and Interpreters.
I did my internship under Prof. Uday Khedkar and Prof. Supratim Biswas.
Project:- Compiler Design Tool for Educational Purpose.
◦ Developed the basic calculator inspired by BC command in linux using PLY which could evaluate basic expression and complex numbers.
◦ Can generate a PDF file of the parse tree and abstract syntax tree of the input expression.
◦ Developed a language called PLY++ which is an advanced version of PLY providing ease to programmers.