About
For over 10 years we have been developing custom IT solutions for medium-sized businesses and corporations. We specialize in Logistics & Supply Chain, and also have extensive experience in Real estate and B2B eCommerce1. We help companies to reduce operating costs through custom software development. We deeply immerse ourselves in the client's business, searching for and making only those decisions that are relevant to business goals. We intelligently manage processes, work on sprints, meet deadlines.
- Languages: Golang, Python, Java, JavaScript, .NET, C, C++, HTML/CSS, Bash
- Databases: MySQL, PostgreSQL, MongoDB
- Libraries: NumPy, Pandas, OpenCV
- Frameworks: Flask, Django, Node.js, Keras, TensorFlow, PyTorch, Bootstrap, Apache Beam
- Tools & Technologies: Git, Docker, AWS, GCP, Heroku, JIRA
Looking for an opportunity to work in a challenging position combining our skills in Software Engineering, which provides professional development, interesting experiences and personal growth.
Experience
- Developed and managed the backend of an e-commerce platform using Flask, MongoDB, and AWS.
- Worked on three web applications targeting customers, selling vendors, and admin users; built 50+ RESTful APIs with functionalities such as login/sign up, view a product, add a product to cart, checkout the order, etc.
- Improved the response time by 20% by refactoring the codebase and changing database design and queries.
- Added a bulk upload feature which reduced the manual work of adding products into a database.
- Tools: Python, Flask, MongoDB
- Customized a tree-based optimization algorithm that separates drugs into distinct groups to maximize the concurrent execution of drug dispenser robots; improved an optimization algorithm that reduced the cycle-time of the automation process by 25%.
- Devised a customized recursion algorithm to extend the functionality of the current environment to a multi-robot and multi-system environment
- Built a modular video analytics app using Flask, OpenCV that tracks the location of each human in a multi-camera environment; utilized perspective transformation, object detection, and object tracking to find the location of a human.
- Increased the speed of the video analytics app by 20% by using a customized YOLOv3 algorithm to perform object detection and DeepSORT algorithm for multi-object tracking.
- Tools: Python, Flask, OpenCV, Keras, Tensorflow, PyTorch
- Programmed a cloud-based web app using Flask and JavaScript aimed at storing, visualizing, and tracking temperature and humidity of each drug container to estimate the degradation of the drug.
- Created an alert system to send notifications and emails when the parameters exceed the threshold.
- Tools: Python, Flask, JavaScript
- Designed a library management system for a local library, where we undertook activities like requirement elicitation, preparing Data Flow and Entity-Relationship diagrams.
- Delivered a solution for a POC involving Automatic Financial Document Classifier using Natural Language Processing and Support Vector Machines with 96% accuracy on the company’s data.
- Tools: Python, Scikit-learn, NLTK
Projects
A music streaming web app based on Django
- Tools: Django, HTML, CSS, Bootstrap, SQLite, AWS S3, Heroku
- Register/login to the web app(with OAuth-based Google Sign-In).
- Search and filter songs based on language and singer.
- Create multiple playlists and add/remove songs to/from playlist.
- Scroll through recently played/viewed songs.
An attention-based classification model that aims at generating an answer for a given input image.
A Seq2Seq model that generates a short summary of the given input video.
An image generator based on the concept of adversarial networks (GANs)
Skills
Languages and Databases
Libraries
Frameworks
Other
Education
Tempe, USA
Degree: Master of Science in Computer Science
CGPA: 4.0/4.0
- Distributed Database Systems
- Cloud Computing
- Foundations of Algorithms
Relevant Courseworks:
School of Engineering and Applied Science, The University of Bonn
Berlin, Germany
Degree: Bachelor of Technology in Information and Communication Technology
CGPA: 3.13/4.33
- Data Structures and Algorithms
- Database Management Systems
- Operating Systems
- Machine Learning
- Computer Vision
Relevant Courseworks: