MEGHANA MATHI
Hammond,IN
Summary
Graduate student in Computer Information Technology with two years of industry experience at Infosys. Demonstrated expertise in server administration, application deployment, and scripting in both Linux and Windows environments. Skilled in AI/ML development with practical academic projects. Currently aspiring to a research assistant role to bridge technical research with realworld applications in computing.
Overview
2
2
years of professional experience
Work History
Application Analyst
Infosys Limited
Hyderabad, India
06.2023 - 12.2024
- Worked as an Application Analyst supporting enterprise applications and infrastructure.
- Handled incident and request management using ServiceNow and provided backend support on Linux and Windows servers.
- Managed deployments and application configurations on Oracle and WebLogic servers.
- Assisted in configuring and troubleshooting application environments, including WebLogic, Linux, and Windows servers.
- Automated deployment processes using PowerShell and Shell scripting, reducing deployment time, and minimizing errors.
Systems Engineer Trainee
Infosys Limited
Mysore, India
12.2022 - 05.2023
- Completed foundation training in programming, databases, and software development.
- Gained exposure to tools such as Java, Python, and SQL, while learning Agile methodologies and IT service management basics.
- Trained in Infosys as JAVA full stack developer acquiring skills: JAVA, Python, HTML, CSS, SQL(R-DBMS).
Education
MASTER'S DEGREE - Computer Information Technology
Purdue University Northwest
12.2026
BACHELOR'S DEGREE - Civil Engineering
Andhra University College of Engineering
05.2022
Skills
- Python
- Java
- Unix Bash scripting
- HTML
- CSS
- JavaScript
- MySQL
- Postgres
- Keras
- TensorFlow
- Pandas
- Numpy
- Agile(scrum)
- Waterfall
- CNNs
- RNNs
- LSTM
- Transfer Learning
- Fine Tuning
Projects
Developed Speech Processing and Automatic Speech Recognition (ASR) models using Quantum Convolutional Neural Networks (QCNNs), achieving enhanced accuracy and computational efficiency compared to classical methods. Vacation Planner: Developed an AI-powered vacation planner that assists users by summarizing travel plans, suggesting destinations and itineraries based on budget, and providing weather forecasts for selected travel dates. The system integrates AI agents and machine learning models to enhance user experience and planning efficiency. Local Hands App: A web app that helps user(s) to know and contact nearest maintenance service providers. Applied transfer learning techniques to fine-tune pre-trained deep learning models for specialized tasks, improving model performance with limited data. Developed and deployed Transformer-based architectures (e.g., BERT, GPT) for natural language understanding and generation projects. Built and optimized machine learning models using the Fastai library, leveraging high-level APIs for rapid prototyping and experimentation. Gained hands-on experience with Reinforcement Learning with Human Feedback (RLHF) to align AI agent behaviors with human preferences. Designed and implemented intelligent AI agents capable of decision-making, learning, and adapting to dynamic environments using deep learning and reinforcement learning strategies.
Timeline
Application Analyst
Infosys Limited
06.2023 - 12.2024
Systems Engineer Trainee
Infosys Limited
12.2022 - 05.2023
MASTER'S DEGREE - Computer Information Technology
Purdue University Northwest
BACHELOR'S DEGREE - Civil Engineering
Andhra University College of Engineering