Sam T James
About
Hi, I’m Sam – a passionate third-year Computer Science Engineering student at SRM Institute of Science and Technology. With a strong command over C, C++, Python, Java, and HTML, I specialize in harnessing the power of Machine Learning and cutting-edge technologies like LLMs and GANs. I thrive on solving complex problems, optimizing algorithms, and creating innovative, real-world solutions. Whether it’s web development or AI, I’m driven to build scalable, impactful solutions that push the boundaries of technology.
Machine Learning enthusiast & Web Developer.
Find my personal details and projects below.
- Qualification: B-Tech Computer Science
- Year: 3rd
- Email: samtjames4504@gmail.com
- College: SRM Institute of Science and Technology
- Location: Chennai, Tamil Nadu
Skills
I bring a diverse skill set across programming languages, software development, and machine learning. Here’s what I can do:
With hands-on experience in LLMs, GANs, cloud technologies, and tools like Git, I build efficient and scalable solutions that drive innovation...
Resume
Sumary
Sam T James
An innovative and solution-driven third-year Computer Science Engineering student with a passion for Machine Learning, Generative AI, and software development. I excel in solving challenging problems, optimizing algorithms, and creating impactful solutions using the latest technologies.
Education
BTech in Computer Science & Engineering
2022 - 2026 (Expected)
SRM Institute of Science and Technology
CGPA : 8.8/10
12th Equivalent
2021 - 2022
Christ Central School, Thiruvalla, Kerala
Percentage : 89%
10th Equivalent
2019 - 2020
Believers Church Residential School, Thiruvalla, Kerala
Percentage : 95%
Professional Experience
Samsung Research Intern
June 2024 - Present
Samsung R&D Institute India, Bangalore, India
- Working on optimizing performance and energy efficiency of LLM's on edge computing devices.
- Collaborated with a multidisciplinary team to develop innovative algorithms for real-world scenarios.
Software Developer Intern
October 2024 - November 2024
Indraprastha Institute of Information Sciences, Delhi, India
- Built dynamic web applications using front-end technologies like HTML, CSS, and JavaScript and gained experience with back-end frameworks
- Conducted unit testing, integration testing, and system testing to ensure quality.
Publications
ICECA 2024
International Conference on Electronics, Communication, and Aerospace technology
December 2024
Title : Advancing oral disease diagnosis with deep learning and densenet architecture
- Designed and implemented a DenseNet-based deep learning framework for classifying common oral diseases, addressing challenges like vanishing gradients and feature propagation for improved diagnostic accuracy.
- Adapted DenseNet's scalable architecture to process and classify a large dataset of dental images (5,000-8,000 samples) with high accuracy and efficiency.
Achievements
SRM Hackathon 8.0
Finalist in the SRM Hackathon 8.0, hosted by TEAM SRM HACKATHON
April 2024
Project: Lung Cancer Detection Model Using CNN's
- Developed a Deep Ensemble 2D CNN with varied architectures to capture diverse feature representations.
- Combined predictions from multiple CNNs to improve classification accuracy, ensuring robust performance through systematic dataset splitting.
Projects
Here are some of my key projects that blend technical expertise with real-world innovation.
- All
- Machine Learning
- Web
- Database & IOT
Socials !
Let's collaborate and Innovate !
Reach out via any of the platforms below or directly through my contact info. Stay updated with my projects, achievements, and coding journey:
Contact
For inquiries or collaborations, feel free to get in touch...
Address
Kattankulathur, Chennai, India
Pin: 603203
samtXXXX@gmail.com
Call
9995XXXXXX