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Data Analyst with less than a year in Machine Learning & NLP.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Science professional with hands-on experience in Machine Learning, NLP, and Data Analysis. Experienced in building end-to-end ML solutions, preventing overfitting, and deploying Streamlit applications to deliver business-ready insights.
St. Francis De Sales College
M.Sc · Biotechnology
August 1, 2020 – June 30, 2022
Nabira Mahavidyalaya
B.Sc · Biotechnology
August 1, 2017 – June 30, 2020
Amity University, Noida
MBA · Data Science
N/A – Present
AI Variant
Data Science Intern
March 1, 2025 – December 1, 2025
Bengaluru, Karnataka, India
Sentiment Analysis
June 18, 2026 – Present
• Developed an end-to-end NLP pipeline using NLTK for 1,400+ customer reviews. • Applied regex-based text cleaning, tokenization, and stopword removal for normalization. • Analyzed sentiment drivers using Pandas and WordCloud visualizations. • Built and deployed a Streamlit dashboard for real-time sentiment prediction.
View ProjectCO2 Emissions Prediction System
June 18, 2026 – Present
• Built and compared multiple ML regression models to predict vehicle CO2 emissions accurately. • Performed data preprocessing, outlier handling, and feature engineering to improve model performance. • Implemented and tuned Linear, Ridge, Lasso, RF, GBM, and XGBoost models. • Deployed a real-time Streamlit application for interactive emission prediction.
Data Science Internship Certificate
AI Variant
June 1, 2026 – Present
Data Analyst Certificate
ExcelR
June 1, 2026 – Present
Artificial Intelligence Fundamentals
IBM Skills Build
June 1, 2026 – Present
Data Science Certificate
ExcelR
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects demonstrate initiative and a practical approach to data science problems. The pursuit of an MBA in Data Science alongside a background in Biotechnology shows a multidisciplinary interest and adaptability. However, the experience is limited to an internship and personal projects, which might indicate a need for more exposure to diverse team environments and corporate cultures. The target role of 'Data Analyst' aligns with the skills in data analysis, ML, and NLP, but the depth of experience in a corporate setting is limited.
Soft Skills & Operational Fit
The candidate's experience in presenting results to both technical and non-technical stakeholders suggests good communication and interpretation skills. The project descriptions indicate an ability to work on end-to-end solutions, from data preprocessing to deployment. However, without specific psychometric test results, a detailed assessment of logical reasoning, work attitude, stress handling, and team collaboration is not possible.