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Data Science with 2+ years in Python, SQL & Machine Learning
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 Analyst / Data Scientist with 2+ years of experience engineering data-driven solutions and optimizing automated systems. Certified in Advanced Data Science and AI/ML with a proven track record of translating complex datasets into actionable business intelligence. Expert in Python, SQL, and Excel analytics, specialized in exploratory data analysis (EDA), predictive modeling, and building automated operational dashboards.
Kannur University
B.Sc. in Electronics · Electronics
August 1, 2018 – June 30, 2021
GENROBOTICS INNOVATIONS PVT. LTD.
Robotic Machine Operator
December 1, 2022 – March 31, 2025
India
INSPERON INC.
Business Development Associate
March 1, 2022 – September 30, 2022
India
Revenue Prediction Using Linear Regression
June 4, 2026 – June 4, 2026
Developed an end-to-end predictive pipeline in Python using Linear Regression to forecast corporate revenue with a 0.93 R-squared score. Engineered robust data preprocessing workflows utilizing One-Hot Encoding and StandardScaler to normalize complex multivariate distributions. Conducted rigorous exploratory analysis and model evaluation using histograms, scatter plots, and metrics including MAE, MSE, and RMSE.
View ProjectAirline Management System
December 18, 2025 – December 18, 2025
Engineered an enterprise relational database schema using SQL, establishing 7 interconnected tables with primary and foreign key constraints to secure data integrity. Designed operational analytics queries utilizing multi-table joins to pinpoint critical flight delay vectors and map systemic performance bottlenecks. Constructed revenue and asset utilization metrics to systematically calculate monthly airline yields and real-time aircraft seat occupancy rates.
View ProjectIBM Machine Learning Professional Certificate
Coursera
June 1, 2026 – Present
EDA for Machine Learning Course
Coursera
June 1, 2026 – Present
Deep Learning and Reinforcement Learning Course
Coursera
June 1, 2026 – Present
Basics of Data Science
Cambridge International Qualifications (Uniathena)
June 1, 2026 – Present
30 Days Masterclass in Data Science
Pantech
June 1, 2026 – Present
30 Days Masterclass in Artificial Intelligence
Pantech
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity, including revenue prediction and airline management, shows a breadth of application for data science skills. Their professional experience, while not directly in a Data Scientist role, involves data extraction, analysis, and dashboard creation, which aligns with the target role's requirements. The numerous certifications in Machine Learning, Deep Learning, and Data Science indicate a strong initiative for continuous learning and a passion for the field, which is a positive cultural fit for a data-driven organization. However, the experience level (2 years) is relatively junior for a 'senior' role, and the academic nature of some projects might require further validation of real-world applicability.
Soft Skills & Operational Fit
The candidate demonstrates an analytical mindset through their project work and professional experience, particularly in identifying performance bottlenecks and optimizing processes. Their ability to translate complex datasets into actionable insights suggests good problem-solving and critical thinking skills. The descriptions of their work in robotic machine operation and business development indicate an operational fit for roles requiring data-driven decision-making and process improvement. However, direct evidence of collaboration or communication skills in team settings is limited to infer from the provided data.