Data Science with 1+ years in Data Analytics & ML Modeling
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Assessing your cultural and operational fit
Detail-oriented Data Analyst and fresher with hands-on experience building Power BI dashboards, designing ETL pipelines, and conducting exploratory data analysis across client-facing projects. Proficient in Python, SQL, Pandas, Tableau, and Power BI. Track record of translating business requirements into structured, accurate reporting outputs and coordinating with stakeholders to ensure data quality. Experienced in developing ML models for classification and regression tasks. Seeking a BI reporting or data analytics role to deliver actionable insights in a high-standards environment.
Techolas Technologies, Palakkad
Data Analytics Program
August 1, 2025 – June 30, 2026
AJK College of Arts and Science, Coimbatore
B.Sc. Computer Science · Computer Science
August 1, 2022 – June 30, 2025
Techolas Technologies
Data Analytics Intern
July 1, 2025 – February 1, 2026
Pālghāt, Kerala, India
Mount Ware Technologies
Python for Data Science Intern
July 1, 2024 – August 1, 2024
India
Sun Software Solutions
Web Development Intern
June 1, 2023 – July 1, 2023
India
Advanced Sentiment Analysis on Amazon Reviews
June 13, 2026 – Present
Built a full NLP pipeline for sentiment classification across thousands of Amazon product reviews, applying tokenisation, TF-IDF vectorisation, and a trained classifier achieving 85%+ accuracy. Produced a visualisation report surfacing sentiment trends by product category.
Student Dropout Predictive System
June 13, 2026 – Present
Developed a supervised classification model to identify at-risk students from mixed academic and socioeconomic data. Handled class imbalance, feature engineering, and hyperparameter tuning to achieve 80%+ accuracy with a business-facing evaluation report.
Medical Expense Predictive System
June 13, 2026 – Present
Applied regression analysis to model and predict patient healthcare costs. Evaluated performance using R-squared and RMSE, producing a clearly labelled chart-based summary for non-technical review.
Accident Reporting & Donation Platform for Pets
June 13, 2026 – Present
Designed and built a full-stack web platform for structured incident reporting and donation tracking, implementing a normalised relational schema and administrative reporting views.
Diploma in Cyber Security
Unknown
June 13, 2026 – Present
Data Analytics Certificate
Techolas Technologies Pvt. Ltd.
February 1, 2026 – Present
Oracle Certified Foundations Associate
Oracle
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's academic projects and internships show a strong focus on data analysis and machine learning, aligning well with a Data Science role. The diversity of projects (predictive systems, NLP, web development with data aspects) indicates a broad interest in technology, though the primary focus remains data-centric. The candidate's willingness to relocate and immediate availability also contribute positively to cultural fit for dynamic environments.
Soft Skills & Operational Fit
The candidate demonstrates good operational fit through their experience in stakeholder coordination, business requirements analysis, and data quality control. Their project descriptions indicate an ability to communicate technical results to non-technical audiences. However, the provided data does not offer sufficient insight into soft skills like teamwork, leadership, or adaptability beyond project descriptions.