Open to opportunities

Sindhu User

@sindhuuser1

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AI/ML-focused Computer Science student building data-driven intelligent solutions.

India

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What I'm looking for

I’m looking for an entry-level AI/ML/Data Science role where I can apply Python, supervised learning, and data preprocessing to build intelligent solutions in a collaborative team environment.

I’m a B.Tech Computer Science Engineering student specializing in AI & ML, and I’m focused on turning data into intelligent, practical solutions. I’m actively seeking an entry-level opportunity in Artificial Intelligence, Machine Learning, or Data Science.

In my student projects, I built an end-to-end supervised machine learning pipeline for a “Student Performance Prediction System.” I performed exploratory data analysis, handled missing values, used feature selection and normalization, and trained multiple classification models with careful evaluation (accuracy, precision, recall, F1-score) and hyperparameter tuning.

I also developed a “Weather Responsive Automation System,” designing a real-time IoT automation flow using a rain sensor to trigger protective mechanisms for drying clothes. By integrating sensor data with an actuation control unit, I reduced manual monitoring and demonstrated applied expertise in embedded systems and sensor interfacing.

I’ve strengthened my foundation through certified learning—IBM AI Fundamentals, Google Cloud Generative AI Study Jams (including Large Language Models and Prompt Engineering), and an NPTEL IIT Reinforcement Learning course. I bring a collaborative, problem-solving mindset, supported by hands-on Python work and a commitment to building reliable, data-driven outcomes.

Experience

Work history, roles, and key accomplishments

Weather Responsive Automation System

Kits Akshar Institute of Technology

Aug 2024 - Oct 2024 (2 months)

Designed and built a real-time IoT automation system using a rain sensor to trigger protective mechanisms for drying clothes when rainfall is detected. Integrated sensor data with an actuation control unit, eliminating 100% manual monitoring effort.

Automation Rain Sensor Integration Embedded Systems Sensor Interfacing Prototyping

Student Performance Prediction System

Kits Akshar Institute of Technology

Jan 2024 - May 2024 (4 months)

Built an end-to-end supervised machine learning pipeline to classify and predict student academic performance using study hours, attendance, and previous marks. Performed EDA, handled missing values, applied feature selection and normalization, and evaluated models with accuracy, precision, recall, and F1-score after hyperparameter tuning.

Python scikit learn Pandas NumPy data preprocessing Model Evaluation Hyperparameter Tuning Classification

Reinforcement Learning (NPTEL)

NPTEL (IIT)

Completed a 12-week reinforcement learning course covering Markov Decision Processes, Q-learning, and policy gradient methods.

Reinforcement Learning RL Fundamentals

Google Cloud Generative AI Study Jams

EduSkills (Google)

Completed hands-on labs covering Generative AI, Large Language Models, prompt engineering, and Google Cloud AI services.

Generative AI Large Language Models Prompt Engineering Google Cloud Services Hands On Labs LLM Applications

IBM AI Learning Path

IBM

Completed IBM-certified training in AI concepts, machine learning workflows, neural networks, and model deployment.

Machine Learning Workflows Neural Networks AI Model Deployment Model Building Concepts

Education

Degrees, certifications, and relevant coursework

Kits Akshar Institute of Technology

Bachelor of Technology, Computer Science Engineering (AI & ML)

2022 -

Grade: CGPA: 7.86/10

Pursuing a Bachelor of Technology in Computer Science Engineering with a focus on AI & ML. Developed skills through supervised learning, data preprocessing, and model training projects.