Sayantani Guha profile photo 1 on Tal

Sayantani Guha

ECE Graduate | Data Analyst | Python | SQL | Machine Learning | Ai Engineer | Fresher

Bengaluru

< 1 year of work experience

Spinnaker Analytics
Jan 20267 mosJul 2026

Developed machine learning models for bankruptcy prediction, credit score classification, hotel reservation cancellation, rainfall forecasting, and energy consumption prediction. Performed data preprocessing, EDA, feature engineering, model training, and model evaluation using Python, Pandas, NumPy, and Scikit-learn. Applied regression and classification techniques to solve business problems using structured datasets.
Pinnacle
Nov 20242 mosDec 2024

Conducted trend analysis and developed predictive models for small-scale datasets.
ARDENT COMPUTECH PVT LTD
Jun 20223 mosAug 2022

Optimized Oracle RDBMS performance using indexing and normalized database schemas. Wrote complex SQL queries to extract insights from real-world datasets.

Sayantani’s AI Stack

claude code
claude code
codex
codex
deepseek
deepseek
github copilot
github copilot
hugging face
hugging face
perplexity
perplexity

Education

Boston institute of analytics

Master's Diploma Degree

Boston institute of analytics

20251 yr2026
Techno India University

Bachelor of Technology, Electrical, Electronics and Communications Engineering

Techno India University

20214 yrs2025

Join Sayantani and 10k+ other professionals on

Tal Boss

Tal is the app where bosses meet engineers & builders directly, without middlemen

Download Tal Boss

Sayantani Guha on Tal

Headline

ECE Graduate | Data Analyst | Python | SQL | Machine Learning | Ai Engineer | Fresher

About

As a Data Scientist at Spinnaker Analytics LLC, I have worked on predictive analytics and machine learning solutions across diverse business problems, including bankruptcy prediction, credit score classification, rainfall forecasting, energy consumption, and hotel reservation cancellation. I have hands-on experience in data preprocessing, exploratory data analysis, feature engineering, model training, and evaluation using Python, Pandas, NumPy, and Scikit-learn. I hold a B.Tech. in Electronics and Communication Engineering from Techno India University, Kolkata, and am pursuing a Master Diploma in Data Science. My technical skills include Python, SQL, Power BI, Excel, machine learning, data visualisation, and statistical analysis. I am passionate about using data and AI to solve real-world problems and am actively seeking opportunities in data analytics, data science, and machine learning.

Location

Bengaluru

AI stack

claude code

codex

deepseek

github copilot

hugging face

perplexity

Work experience

Data Scientist at Spinnaker Analytics, Jan 2026 - Jul 2026 · 7 mos, Developed machine learning models for bankruptcy prediction, credit score classification, hotel reservation cancellation, rainfall forecasting, and energy consumption prediction. Performed data preprocessing, EDA, feature engineering, model training, and model evaluation using Python, Pandas, NumPy, and Scikit-learn. Applied regression and classification techniques to solve business problems using structured datasets.

Data Science Intern at Pinnacle, Nov 2024 - Dec 2024 · 2 mos, Conducted trend analysis and developed predictive models for small-scale datasets.

Intern at ARDENT COMPUTECH PVT LTD, Jun 2022 - Aug 2022 · 3 mos, Optimized Oracle RDBMS performance using indexing and normalized database schemas. Wrote complex SQL queries to extract insights from real-world datasets.

Education

Master's Diploma Degree, Boston institute of analytics

Bachelor of Technology, Electrical, Electronics and Communications Engineering, Techno India University

Sayantani Guha - Data Scientist in Bengaluru | Tal