Shafna M

Shafna M

Data Analytic Team Lead
India
Malayalam, English

نبذة عني

A detail-oriented Data Analyst, has a postgraduate degree in Mathematics, as well as real-world experience in the entire data lifecycle, including data extraction and cleaning, advanced analysis, modeling, and visualizat…

الخبرة

Data Analyst

Infocrita Data Solutions, Calicut, India
Jul 2024 - حتى الآن · 2 سنوات

Saved 40% of data preparation time by creating automated Python (Pandas) scripts to clean and standardize 5,000+ rows of raw data, eradicating repeat and reoccurring hand-processing errors.
Conducted a thorough statistical analysis on survey data using SPSS, which revealed changes in consumer preference that were used to shape the planning of leadership strategies.
Transformed weekly reports into visual dashboards with Advanced Excel and cut the time on data exposition across meetings by 20%.
Collaborated with cross-functional groups in the creation of data dictionaries and documentation, enhancing data interpretation consistency and reliability across departments.

Data Analyst

Infocrita Data Solutions, Calicut, India
Jul 2024 - حتى الآن · 2 سنوات

Saved 40% of data preparation time by creating automated Python (Pandas) scripts to clean and standardize 5,000+ rows of raw data, eradicating repeat and reoccurring hand-processing errors., Conducted a thorough statistical analysis on survey data using SPSS, which revealed changes in consumer preference that were used to shape the planning of leadership strategies., Transformed weekly reports which had a lot of text in them into visual dashboards with Advanced Excel and it cut the time on data exposition across meetings by 20%., Collaborate with cross-functional groups in the creation of data dictionaries and documentation, enhancing data interpretation consistency and reliability across departments.

Data Scientist Trainee

Techolas Technologies, Calicut, India
Feb 2024 - Nov 2024 · 9 أشهر

Increased data accessibility of complex SQL queries by 30 percent by writing and optimizing, so that structured datasets are available on time to modeling teams.
Translated static operational reports into interactive Power BI dashboards, which would allow monitoring the KPIs in real-time and quicker decision-making.
Created a customer churn prediction model with Scikit-learn, with 82% accuracy, and proved that proactive customer retention plans are possible.
Did extensive Exploratory Data Analysis (EDA) of the data with Matplotlib and Seaborn to identify outliers and distribution patterns to provide quality analytical inputs.

Data Scientist Trainee

Techolas Technologies, Calicut, India
Feb 2024 - Nov 2024 · 9 أشهر

Increased data accessibility of complex SQL queries by 30 percent by writing and optimizing, so that structured datasets are available on time to modeling teams., Translated the non-interactive static operational reports into interactive Power BI dashboards, which would allow monitoring the KPIs in real-time and quicker decision-making., Created a customer churn prediction model with Scikit-learn, with 82% accuracy, and proved that proactive customer retention plans are possible., Did extensive Exploratory Data Analysis (EDA) of the data with Matplotlib and Seaborn to identify outliers and distribution patterns to provide quality analytical inputs.

المهارات

بايثون (لغة برمجة) الحزمة الإحصائية للعلوم الاجتماعية (SPSS) لغة الاستعلامات الهيكلية (SQL) تحليل البيانات الاستخبارات التجارية نومباي (مكتبة لغة Python) التصور البياني للبيانات تعلم الآلة باور بي آي لغة البرمجة آر (R) التحليل الإحصائي تابلو Pandas Scikit-learn Matplotlib Seaborn NLTK Advanced Excel Pivot Tables Formulas SmartPLS G*Power Classification Regression Model Evaluation Exploratory Data Analysis EDA Data Cleaning & Transformation Dashboard Development Statistical Testing NLP Exploratory Data Analysis (EDA) Data Cleaning Data Transformation Deep Learning Computer Vision
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