Sudhan Rajadurai
Chennai
Summary
Dedicated, passionate, and competent ’AI Programmer’ with 7+ years of experience in designing and developing various real time
applications. Possess hands-on experience in building complicated neural networks. Familiar with SDLC, and capable of thinking out-
of-the box to create seamless,exciting products for the target audience.
Overview
10
10
years of professional experience
Work History
Designer
TCS
Chennai
05.2022 - Current
- Developed a Reinforcement Learning Model: Implemented a reinforcement model using a Deep Q-Network (DQN) to solve a forecasting problem, optimizing decision-making and prediction accuracy over time.
- Univariate Forecasting Problem: Focused on forecasting a single time series variable, utilizing historical data to predict future values and trends.
- Classification and Regression Problem: Addressed both classification and regression aspects, depending on the nature of the forecasting task, to model categorical and continuous outcomes effectively.
- Statistical Analysis and Data Exploration: Conducted thorough statistical analysis, visualized data using plots, and gained deeper insights to identify Key Performance Indicators (KPIs) essential for training and improving the model.
- Model Training and Optimization: Trained the model using appropriate algorithms, fine-tuned parameters, and evaluated performance to ensure the forecasting model achieves optimal accuracy and reliability.
Senior Software Engineer
Sri Mookambika Infosolutions Pvt Ltd
Madurai
04.2019 - 04.2022
- Proficient in machine learning, deep learning, and computer vision algorithms.
- Experience with building data models and applying supervised learning techniques.
- Familiar with frameworks like TensorFlow, Keras, and libraries such as Sklearn, SpaCy, and NLTK.
- Skilled in deploying code on Jetson kits and optimizing performance using GPUs.
- Experienced in document classification, object recognition, and microservice integration.
- Experienced in developing and integrating web services using frameworks like MongoDB, Elastic Search, Flask, and FastAPI.
Software Engineer
Antworks Solutions India Pvt Ltd
Chennai
10.2017 - 03.2019
- Skills with Python, Java, Javascript programming languages
- Develop code for bank web application development frameworks (Struts, Hibernate, Postgres)
- Develop a classification model for handwritten recognition and object recognition using machine learning and deep learning network support for live projects distributed systems
Software Engineer
Infoziant IT Solutions
Chennai
07.2015 - 10.2017
- Worked as a Java Developer for various real-time applications involved in the creation of lists, content types, modules, sub-site creation, web part pages with the inclusion of web parts using modules, application pages, etc., via JSP code.
- Gained hands-on experience in developing, implementing, and maintaining internal web applications using Struts and Servlets. Interacted with the client during the requirement-gathering phase and prepared the User Requirement Specification (URS) document.
Education
Bachelor of Science - B.E Computer Science And Engineering
Valliammai Engineering College
Chennai04-2014
Skills
- Python
- Machine Learning
- Deep Learning
- Tensorflow, Pytorch, Keras
- Generative AI
- Computer Vision
- Microservice
- MySQL, NoSQL
- FastAPI, Flask
Timeline
Designer
TCS
05.2022 - Current
Senior Software Engineer
Sri Mookambika Infosolutions Pvt Ltd
04.2019 - 04.2022
Software Engineer
Antworks Solutions India Pvt Ltd
10.2017 - 03.2019
Software Engineer
Infoziant IT Solutions
07.2015 - 10.2017
Bachelor of Science - B.E Computer Science And Engineering
Valliammai Engineering College
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