Data Science Trainer

? INDRANI SEN

Contact: +91-989******* E-Mail: **************@*****.***

Linkedin: https://www.linkedin.com/in/indranisenmumbai/

Kaggle: https://www.kaggle.com/indranisen2003

Github: https://github.com/indrani-sen2003

Training & Development Technical Content Expertise People Skills

An erudite and visionary technical educator, corporate trainer, and curriculum architect, boasting over 20 years of distinguished experience in the realms of instructional innovation, training program development, and pedagogical excellence. My career has been marked by a relentless pursuit of academic and professional refinement, with a deep-seated expertise in the intricacies of machine learning algorithms, big data architectures, and an extensive array of programming languages. I am driven by a passion for imparting knowledge and fostering intellectual empowerment, aspiring to design and execute comprehensive, high-impact training programs that transcend cultural and geographical boundaries. My objective is to contribute to the growth and success of forward-thinking organizations by delivering meticulously crafted, transformative educational experiences that resonate with a global audience. Through eloquent communication, strategic curriculum development, and a profound understanding of cutting-edge technological advancements, I aim to inspire and elevate the capabilities of professionals and learners alike, ensuring they are equipped to excel in the rapidly evolving technological landscape.

Status: Pursuing PhD computer Science University of Mumbai in Thesis writing stage. and working as a freelance corporate trainer and visiting faculty

? CORE ACUMEN

? Corporate Training & Curriculum Development: Over 20 years of experience in institutional teaching, corporate training, and course content design. Skilled in creating and evaluating training programs.

? Technical Expertise:

? Expertise in training in the following technologies:

? Machine learning: Python, R programming

? Big data technologies: Spark, Scala, Hadoop, Pyspark, Pig, Scoop, Hive

? Web technologies: Ajax, PhP, JavaScript, HTML, CSS, VB Script

? DBMS: MySQL, Oracle 11g, SQL server

? NoSQL: MongoDB, PostgreSQL, MariaDB, CouchDB

? Functional programming: Racket, Scala

? Programming languages: Python, C, C++, VB (6.0), C#.net, VB.net, ASP.net, Core Java

? Cloud computing: Databricks, GCP, AWS

? Generative AI: ChatGPT, RAG, Langchain, Agentic AI

? Public Speaking & Communication: Strong presentation skills with experience in domestic and international training and consulting. Able to effectively deliver training in multicultural environments.

Projects:

? Setting up Automatic grading of students belonging to the Data Science course of Virginia commonwealth University in GitHub using pytest.

Kaggle:

? Telecom churn analysis in Pyspark(https://www.kaggle.com/code/indranisen2003/telecom-churn-smote)

? Sentiment analysis of Amazon reviews using Pyspark( https://www.kaggle.com/code/indranisen2003/amazon-review-sentiment-analysis-pyspark)

? Anomaly detection in thermal images using Variational Auto Encoder (https://www.kaggle.com/code/indranisen2003/thermal-data-for-detection)

? Sentiment analysis of mental health in Python (https://www.kaggle.com/code/indranisen2003/setiment-analysis-mental-health)

? Chest infection detection from Xray images using CNN(https://www.kaggle.com/code/indranisen2003/chest-infection-detection-from-xray-images-cnn)

? Bone fracture X-Ray image classification using Artificial Neural network (https://www.kaggle.com/code/indranisen2003/bone-fracture-x-ray-image-classification)

? EMPLOYMENT CHRONICLE

FREELANCE CORPORATE TRAINING EXPERIENCE

COMPANY

TECHNOLOGY

BATCHES

year

HCL

Core Python, NumPy, Pandas, Django

1

2021

BSE institute

Dana analysis and visualization using Excel, Big data analytics, Tableau, Power BI

10+

2022-2024

Regenesys Institute of Management Studies

Core Python and Advanced Python with OOPS, Bigdata analytics (Hadoop, Spark, Pyspark, Scala, Sqoop, HBase, Hive), MLOPS,NLP

4

2024

TCS

Data Mining EON certification course

1

2020

Imarticus learning

R, Bigdata technologies

4

2023

Nice interactive

Core Java

1

2023

FYMC

ChatGPT and Generative AI

4

2023

Hexaware

DBMS and SQL

3

2025

Tata Advanced Systems

Machine learning

1

2024

Edstellar

Cloud spanner GCP

1

2025

Nexturn

Spark, Scala, Bigdata technologies (Hadoop, Spark, Pyspark, Scala, Sqoop, HBase, Hive), Databricks, AWS (ECR, EMR, Athena, Glue, zeppelin notebook), Generative AI, RAG, GAN

1

2025

LTIMindtree

Python and SQL

2

2025

IBM (University training)

Machine learning, Deep learning, NLP

5

2025,2026

Siemens scholarship

Data Science

1

2026

VISITING FACULTY EXPERIENCE

Organization

Role

Year

Subjects

University of Mumbai

Visiting faculty for MSc

Data Science (Since 2018)

Currently working

Next generation databases, Python, Deep neural network,

Healthcare Analytics

NL Dalmia institute of

Management and research

Visiting faculty for MBA

(Business Analytics)

(Since 2022)

Currently working

Python and Data modelling

MET Mumbai

Visiting faculty for MBA

(Business Analytics)

Subjects: (Since 2022)

Currently working

Python, AI ML for managers and Capstone projects

BSE

Visiting faculty for BSc

Data Science

2022 to

2024

Big data technologies,

Data visualization using

Excel, Tableau and

Power BI

DY Patil Institute of

Management

Visiting faculty for BSc

Data Science

from 2022

to 2024

Data cleaning in R, Big data analytics

School of Data Science

and Business

Intelligence

Visiting faculty for MSc

Data Science from

2021 to

2024

Spark, Scala, Machine learning, Big data analytics

FULL TIME ACADEMIC TRAINING EXPERIENCE

Lecturer, Institute of Distance & Online Learning

University of Mumbai July 2016 ? January 2017

Key Responsibilities:

? Taught Object-Oriented Programming Systems, VB 6.0, C#.Net, and Software Engineering.

? Served as Officer on Special Duty (OSD), assisting in business case development for academic projects.

? Institute of Distance & Online Learning, University of Mumbai; Jul?16 ? Jan?17

? Served as a Lecturer for Object Oriented Programming Systems, VB 6.0, C#.Net, and Software Engineering

? Served as an Officer on Special Duty (OSD), assisted with the business case for various Academic Projects in IDOL, and collaborated with the Administrative Officers and the Support Personnel at the various Sections of IDOL.

Assistant Professor

Nirmala Foundation Memorial College June 2011 ? April 2016

Key Responsibilities:

Worked as a full-time Assistant professor

? Enhanced and implemented classroom learning environment and acted as a Facilitator to promote student leadership in initiating and creating positive learning opportunities in the field of Computer Science assimilating new ideas, concepts, methods, and technologies

? Created comprehensive classroom assessment methods and techniques-adopting effective tools that were compliant with the university regulations

? Was in charge of unfair means committee and attendance committee.

? Prepared Exam Schedule analyzing Syllabus Contents of the subjects, providing quality teaching to students of using all the tools, skills, knowledge, and managing coverage of assigned subjects as per academic curriculum to students.

? Involved in lecturing students at UG and PG levels, managing the entire gamut of activities from officiating as an examiner to being a paper setter, conducting practical examinations, and evaluating examinations.

? Experienced as an examiner for TYB.Sc.IT. /TY.B.Sc. Computer Science Sem V and Sem VI examination (regular as well as ATKT) as well as MSc IT in Mumbai University since 2008.

? Worked as an internal as well as an external examiner for TYBSc IT, and TYBSc CS Project viva for documentation and original innovative academic projects completed on time.

Lecturer

Patkar Varde College June 2008 ? April 2011

Key Responsibilities:

? Taught Object-Oriented Programming Systems, VB 6.0, C#.Net, and Software Engineering.

Lecturer

Nagindas Khandwala College of Science July 2006 ? April 2007

Key Responsibilities:

? Instructed courses in C/C++ programming, Digital Computer Fundamentals, DBMS, and Data Structures.

? Served as the examination in charge for the Computer Science and IT department.

Visiting Lecturer (MSc Data Science)

University Department of Computer Science, Mumbai 2017 ? Present

Key Responsibilities:

? Teach Data Science and related subjects to postgraduate students of MSc Data Science

? Teach subjects Health Analytics, Essential technologies of Data Science, Deep neural networks

Visiting Lecturer (MBA Business Analytics)

MET (Mumbai Education Society) 2023 - Present

Key Responsibilities:

? Provided instruction on business analytics to MBA cohorts.

? Teach subjects AI ML for managers and capstone projects

Visiting Lecturer (MBA Business Analytics)

N. L. Dalmia Institute of Management and Research 2023 - Present

Key Responsibilities:

? Teach subjects Data modelling and SQL and Python for data analytics

? Recording lectures for Python for Data Analysis, Foundations of Machine learning, Foundations of Deep learning

Advisory Board Member

DY Patil Institute of Management 2024

Key Responsibilities:

? Appointed as an Advisory Board member, providing strategic guidance and expertise to enhance the academic and research initiatives within the institute. Actively involved in decision-making processes that shape the future direction of the management programs, ensuring alignment with industry standards and emerging trends.

Syllabus Committee Member

University Department of Computer Science, Mumbai University

Key Responsibilities:

? Played a pivotal role in the syllabus formulation committee for the MSc Data Science program at Mumbai University. Led the development of innovative and industry-relevant course content, particularly for courses such as "Essential Technologies for Data Science" and "Health Analytics," ensuring that the curriculum meets the evolving demands of the field.

Adjunct Faculty (Advanced Python, Predictive Analytics, Next Generation Databases, Data Visualization)

BSE Institute Ltd (Bombay Stock Exchange Institute) June 2021 ? 2024

Key Responsibilities:

? Deliver advanced-level courses on Python, Predictive Analytics, and Data Visualization.

Guest Lecturer (MBA Business Analytics)

DY Patil University School of Management June 2022 ? 2024

Key Responsibilities:

? Lecture on various aspects of Business Analytics to MBA students.

Adjunct Faculty (Machine Learning)

School of Data Science and Business Intelligence (SDBI, Patkar College) April 2022 - 2024

Key Responsibilities:

? As an adjunct faculty member, I teach Machine Learning, guiding students through both theoretical concepts and practical applications.

Faculty

Great Lakes Institute of Management June 2019 ? December 2019

Key Responsibilities:

? Delivered training to corporate professionals and fresh graduates in Data Science concepts, including Python programming, SQL, and supervised learning

? TRAINING, RESEARCH & PUBLICATIONS

? Author

? Authored course materials and textbooks on DBMS and SQL for B.Sc. and MCA programs, published by Vipul Prakashan and IDOL, University of Mumbai.

? Research & Presentations

? Presented research on AI-generated recipes at international and national conferences, including St. Louis University, Madrid and Shivaji University, Kolhapur.

? Ranked second in the Zonta International Women for Technology scholarship for the "Automatic Recipe Generator."

? Published research on query complexity metrics and participated in the Aviskar inter-university research convention.

? EDUCATIONAL BRIEF

M.Phil.

Alagappa University 2011

Master of Computer Applications (MCA)

IGNOU 2003

Bachelor of Science (B.Sc.)

Calcutta University 1999

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