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Premchand Sepeni

@premchandsepeni

Message

Final-year Computer Science (AI) undergraduate skilled in ML/DL, model deployment, and production-ready systems.

India

Message

What I'm looking for

I seek entry-level ML/AI roles where I can build and deploy production ML systems, work on DL/vision projects, contribute to open-source models, and grow in a collaborative, learning-focused environment.

I am a final-year Computer Science (AI) undergraduate focused on machine learning and deep learning, with hands-on experience building and deploying production-ready ML systems using TensorFlow and FastAPI.

I have designed ML pipelines and trained models for real-world tasks — including an SVM for wine quality prediction and a CNN (MobileNetV2) that reached 97% validation accuracy on a cats vs dogs dataset.

I contribute to open-source LLM projects and have improved prompt engineering and preprocessing pipelines for code-model datasets while collaborating with distributed teams using Git and Jupyter environments.

I bring practical experience in model evaluation, REST API deployment, and a solid foundation in data structures and algorithms (Java), and I seek roles where I can apply ML/DL expertise to production systems and continue learning.

Experience

Work history, roles, and key accomplishments

AI/ML Intern

UptoSkills

Mar 2025 - Jun 2025 (3 months)

Contributed to the open-source CodeGemma 7B code-generation LLM, improved prompt engineering workflows and preprocessing pipelines, and collaborated with a distributed AI team using Git and colab environments.

Python Prompt Engineering LLM data preprocessing Git Google Colab Model Evaluation

ML Trainee

YBI Foundation

Dec 2024 - Jan 2025 (1 month)

Designed and implemented an end-to-end ML pipeline for wine quality prediction; trained and evaluated an SVM achieving ~85% accuracy and preprocessed 1,500+ records to improve model inputs.

Python Pandas NumPy SVM scikit learn Matplotlib Model Evaluation

Education

Degrees, certifications, and relevant coursework

Parul University

Bachelor of Technology, Computer Science Engineering (AI)

2022 -

Grade: 7.41 / 10

Pursuing Bachelor of Technology in Computer Science Engineering with specialization in AI; coursework and projects focused on machine learning, deep learning, and deployment of ML systems.