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Data Analyst with less than a year in Data Science & Frontend Development
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Mechatronics Engineering graduate with hands-on experience in Data Science and Machine Learning through internships and academic projects. Able to work effectively in team environments, communicate clearly, and contribute to achieving business goals through data-driven insights and continuous learning. Seeking a Data Analyst role where I can contribute to analytical and technical skills in building impactful solutions.
Sri Manakula Vinayagar Engineering College
B.E. · Mechatronics Engineering
August 1, 2022 – June 30, 2026
Gradtwin Company
Data Science Intern
February 1, 2026 – May 31, 2026
Chennai, Tamil Nadu, India
Zheta Private Limited
Frontend Developer Intern
January 1, 2025 – March 31, 2025
Puducherry, Puducherry, India
Emotional Companion AI (Ongoing)
June 24, 2026 – Present
Developed an AI-powered emotion detection and emotional companion system using Deep Learning and Computer Vision techniques. Built a CNN-based facial emotion recognition model capable of classifying emotions such as Happy, Sad, Angry, Fear, and Surprise from real-time video input. Integrated emotion-based response suggestions, text-to-speech interaction, and supportive user engagement features using Flask APIs. Designed an interactive web interface for real-time emotion analysis and personalized conversational responses.
Energy Prediction Using Machine Learning
June 24, 2026 – Present
Built regression models (Linear Regression, Random Forest) to predict household energy consumption using a dataset of 100+ records. Performed EDA, feature engineering, and data cleaning to improve model reliability and reduce noise in input features. Evaluated models using RMSE, MAE, and R² metrics to select the best-performing approach. Visualized consumption trends and feature importance using Matplotlib and Seaborn for clear stakeholder reporting.
AI-Powered RAG Chatbot
June 24, 2026 – Present
Developed a Retrieval-Augmented Generation (RAG) chatbot capable of answering user queries from uploaded documents with context-aware responses. Integrated the Gemini API with LangChain and vector-based retrieval to ground responses in source content and reduce hallucinations. Built an interactive Streamlit interface supporting document uploads, chat history, and conversational querying. Improved information retrieval accuracy through chunking strategies and contextual document processing pipelines.
Data Science Internship Certification
Gradtwin Company
June 1, 2026 – Present
Junior Cybersecurity Analyst Career Path
Cisco Networking Academy
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, including AI-powered systems, energy prediction, and RAG chatbots, indicates a strong interest in various data science applications. The internship as a Data Science Intern aligns well with the target role. The Frontend Developer internship, while not directly related, shows versatility and a willingness to learn different technical domains. The certifications, including a Cybersecurity Analyst path, further demonstrate a broad interest in technology. This breadth of skills and diverse project engagement suggests a good cultural fit for a dynamic and learning-oriented environment.
Soft Skills & Operational Fit
The candidate's profile summary highlights abilities to work effectively in team environments, communicate clearly, and contribute to business goals through data-driven insights. Project descriptions indicate problem-solving and analytical thinking. The internship experience shows automation of workflows, suggesting an operational mindset for efficiency.