Sibi Sundar Ram

70 · Very Good

About

M.Sc. Business Statistics postgraduate with hands-on AI/ML experience in Python, data preprocessing, exploratory analysis, machine learning and AI-powered application development. Experienced with Pandas, NumPy, Scikit-learn, TensorFlow, Streamlit and Git/GitHub, with project exposure to classification, deep learning, NLP and business analytics. Developed an AI-powered Business Analytics Assistant integrating data ingestion, automated analysis, visualization and AI-assisted interaction. Strong foundation in statistics, model evaluation and analytical problem-solving, with practical exposure to Agile collaboration and documenting AI/ML workflows.

Skills & Expertise (31)

Python Advanced

8.0/10

0.5

Years Exp

Jupyter Notebook Advanced

8.0/10

0.5

Years Exp

Deep Learning Advanced

8.0/10

0.5

Years Exp

TensorFlow Advanced

8.0/10

0.5

Years Exp

Feature Engineering Advanced

8.0/10

0.5

Years Exp

Model Evaluation Advanced

8.0/10

0.5

Years Exp

Regression Advanced

8.0/10

0.5

Years Exp

scikit-learn Advanced

8.0/10

0.5

Years Exp

Classification Advanced

8.0/10

0.5

Years Exp

Data Preprocessing Advanced

8.0/10

0.5

Years Exp

Pandas Advanced

8.0/10

0.5

Years Exp

Decision Trees Intermediate

7.5/10

0.5

Years Exp

Clustering Intermediate

7.5/10

0.5

Years Exp

NumPy Intermediate

7.5/10

0.5

Years Exp

Streamlit Intermediate

7.5/10

0.5

Years Exp

Data Visualization Intermediate

7.5/10

0.5

Years Exp

Technical Documentation Intermediate

7.0/10

0.5

Years Exp

Agile Collaboration Intermediate

7.0/10

0.5

Years Exp

Power BI Intermediate

7.0/10

0.5

Years Exp

Microsoft Excel Intermediate

7.0/10

0.5

Years Exp

GitHub Intermediate

7.0/10

0.5

Years Exp

Git Intermediate

7.0/10

0.5

Years Exp

Probability Intermediate

7.0/10

0.5

Years Exp

Descriptive & Inferential Statistics Intermediate

7.0/10

0.5

Years Exp

Statistical Modelling Intermediate

7.0/10

0.5

Years Exp

Quantitative Analysis Intermediate

7.0/10

0.5

Years Exp

SQL Intermediate

6.5/10

0.5

Years Exp

API concepts Intermediate

6.5/10

0.5

Years Exp

REST Intermediate

6.5/10

0.5

Years Exp

NLP EDA

Work Experience

AI/ML Intern

WebMobi360 AI/ML Solutions

Jan 2026 - Jan 2026

Performed data cleaning, preprocessing and exploratory data analysis to prepare datasets for machine-learning model development. Developed and evaluated Machine Learning and Deep Learning models using Python, Pandas, Scikit-learn and TensorFlow. Assisted with feature engineering, model training, validation, performance evaluation and optimization. Researched AI/ML technologies and business applications and contributed to Python/Streamlit-based analytical tools. Documented workflows, validated data quality, presented technical progress, and collaborated with team members in an Agile environment.

Service Centre Floor Supervisor

Royal Enfield Dealership

Jan 2026 - Jan 2026

Maintained operational data covering vehicle progress, technician allocation, job status and service-centre workflow. Monitored workload, resource availability and workflow bottlenecks to support task prioritisation and daily operations. Coordinated across technicians, service advisors, parts, billing and customers, using operational information to resolve delays. Tracked vehicle movement across service stages and supported accurate status reporting and stakeholder communication.