Roney V. Mammen

AI/ML , Python Developer & Data Analyst | Computer Science Student
Cochin, IN.

About

Highly motivated Computer Science and Engineering student with hands-on experience in AI/ML , Python development and Data Analysis, seeking to leverage strong analytical and problem-solving skills in a dynamic tech environment. Proven ability to contribute to real-world projects, optimize processes, and collaborate effectively within fast-paced teams. Eager to apply deep learning, data analysis, and software development expertise to drive impactful solutions.

Work

Facein Technologies Pvt Ltd
|

Python Developer Intern

Cochin, Kerala, India

Summary

Enhanced Python programming skills by contributing to task automation and data handling, improving team productivity.

Highlights

Gained practical experience in Python programming, enhancing skills in automation, data handling, and real-world scripting techniques.

Contributed to a mini-project focused on task automation, significantly improving team productivity.

Utilized version control systems, including Git, to organize code modifications and streamline task assignments within a collaborative team environment.

Explored and applied Python libraries like BeautifulSoup for web scraping, demonstrating adaptability and a proactive approach to learning new tools.

Torc Infotech
|

AI/ML Intern

Cochin, Kerala, India

Summary

Contributed to AI/ML projects and gained practical experience in machine learning workflows and model evaluation within a fast-paced environment.

Highlights

Applied fundamental Artificial Intelligence and Machine Learning concepts, gaining hands-on exposure to key workflows and algorithms, including supervised and unsupervised learning.

Developed a mini-project utilizing real-world data, evaluating model performance with metrics such as accuracy, precision, and F1-score.

Collaborated effectively with team members in a fast-paced environment, attending weekly reviews to share progress and integrate feedback.

Acquired foundational skills in AI/ML, preparing for advanced roles in data science and machine learning.

Education

Mangalam College Of Engineering
Ettumanur, Kerala, India

Bachelor of Technology

Computer Science And Engineering

Nair Samajam B.H.S.S
Tiruvalla, Kerala, India

High School Diploma

Highschool

Grade: 87%

Awards

Winner - Inter-department Cricket Tournament (RACE 2K23)

Awarded By

Mangalam College Of Engineering

Represented the college cricket team and secured 1st place in the Inter-department Cricket Tournament, demonstrating teamwork and competitive spirit.

Recognition for Impactful Storytelling and Collaboration

Awarded By

DIKSHA 2024 (College Arts Fest)

Recognized for impactful storytelling and collaborative performance during the college arts fest's Mime Event – DIKSHA 2024.

Winner - Ideate Pitch Competition (ASTHRA 8.0)

Awarded By

ASTHRA 8.0

Presented a tech-driven innovation idea in a competitive, multi-disciplinary forum, showcasing creativity and presentation skills.

Skills

Programming Languages

Java, Python, C, SQL, HTML, React.

Frameworks

NumPy, Pandas, Matplotlib, PHP, Laravel, Tailwind CSS, TensorFlow, Keras.

Technologies

VS Code, MS Word, Power BI, Excel, Git, BeautifulSoup, DNN, Librosa.

Technical Skills

Data Cleaning, Data Visualization, Feature Engineering, Model Evaluation, Machine Learning, Artificial Intelligence, Deep Learning, Scripting, Web Scraping, Version Control (Git), Data Handling, Task Automation.

Soft Skills

Analytical Thinking, Attention to Detail, Communication Skills, Problem-Solving, Team Collaboration, Adaptability.

Projects

Detection of Huntington's disease using Speech Analysis

Summary

Developed a deep learning model using Python, DNN, TensorFlow, and React to classify early Huntington's Disease symptoms from voice recordings.

Nexus Engagement Tracker

Summary

Designed and managed a student-mentor communication portal using PHP, Laravel, and Tailwind CSS to monitor engagement and time tracking.