CV
For latest updates, kindly see [LinkedIn](https://www.linkedin.com/in/aarti-sharma01/).
Basics
| Name | Aarti Sharma |
| Label | Software Engineer/Researcher |
| sharmaaarti50528@gmail.com | |
| Summary | Machine Learning Researcher currently working on image captioning using deep learning models, reinforcement learning and application of computer vision in infrared small target detection. |
Work
- Jun'23 - Mar'24
Senior Software Developer
Gaia Smart Cities
Initiated and led the development of flagship product Sensez9 a cutting-edge scheduler designed for commerce industry to help automate the tax filing.
- Jul'22 - May'23
Backend Software Developer
Marketplug
Implemented microservices architecture on Springboot framework. Developed robust authentication and authorization protocols using OAuth2, enhancing security measures.
- Jan'22 - Jun'22
Java Backend Developer
Decipher Zone
Developed and maintained enterprise-level applications using Java and Spring Boot.
- Java, Spring Boot, AWS
- Feb'24 - Now
Machine Learning Researcher
Indian Institute of Technology, Roorkee
Working on image captioning models.
- Integrating sentiment analysis into image captioning algorithms.
Education
-
Roorkee, India
Masters of Science
Indian Institute of Technology, Roorkee
Major in Applied Mathematics
- Machine Learning
- Algorithms
Projects
- 2024 - Present
Drought prediction using satellite images
classifying satellite images based on forage count, likelyhood of drought is inversely correlated to the forage count.
- Computer Vision
- Deep Learning
- 2023 - Present
Image classifier using transfer learning
Transfer learning from pre-trained MobileNetV2
- Deep Learning
- Transfer Learning
Skills
| Machine Learning | |
| Supervised Learning | |
| Unsupervised Learning | |
| TensorFlow, PyTorch | |
| Deep Learning | |
| Computer Vision | |
| Natural Language Processing (NLP) | |
| Data Preprocessing | |
| Feature Engineering | |
| Model Evaluation and Optimization | |
| Time Series Analysis |
| Software Development | |
| Languages: Python, Java, JavaScript | |
| RESTful API Development | |
| Frameworks: FastAPI, Django, Spring Boot | |
| Frontend: React, HTML, CSS | |
| Git |
| Algorithms | |
| Distributed Algorithms |
| General Skills | |
| Object-Oriented Programming (OOP) | |
| Agile Methodologies: Scrum | |
| Continuous Integration/Continuous Deployment (CI/CD) | |
| Containerization: Docker | |
| Cloud Platforms: AWS |
Languages
| English | |
| Fluent |
| Hindi | |
| Native speaker |
Interests
| Deep Learning |
| Agri-Tech |
| Healthcare-Tech |