Samruddhi_Manoj
Bengaluru
Summary
Seasoned AI/ML Expert and Data Scientist with over 14 years of experience in machine learning, data analytics, and AI. Proficient in statistical modeling, data management, and deploying advanced machine learning solutions to enhance business processes. Strong background in Python, SQL, and web development frameworks (Django and Flask). Currently seeking challenging roles as a Data Scientist, AI/ML Engineer, or Business Analyst.
Overview
19
19
years of professional experience
1
1
Certification
Work History
AI ML Consultant
Samruddhi Techno Designs & Services
10.2024 - Current
- Analyze client needs and design tailored AI/ML solutions.
- Recommend best practices in AI/ML technologies.
- Design and deliver training programs on AI/ML concepts and tools.
- Conduct hands-on workshops to demonstrate practical applications.
- Lead AI/ML projects from inception to deployment.
- Monitor project progress and evaluate outcomes.
- Work with cross-functional teams to implement AI/ML solutions.
- Foster a collaborative learning environment.
- Evaluate training effectiveness and provide ongoing support.
Python Developer
Eyebricks Design Solutions
08.2023 - 09.2024
- Delivered AI/ML solutions to clients, gaining hands-on experience in web development using Django and Flask frameworks.
Data Analyst & Buyer
Saif Bin Darwish
03.2015 - 01.2022
- Designed and implemented machine learning models to solve complex business challenges
- Collaborated with cross-functional teams to gather requirements and translate them into data-driven solutions
- Conducted data collection, cleaning, and preprocessing to ensure high-quality datasets
- Evaluated model performance using statistical techniques and deployed models into production environments, ensuring seamless integration with business processes
- Developed and maintained data standards and policies to ensure data security, privacy, and accuracy.
Sr. MIS Analyst
TransgeneZ Engineering & Solutions India Pvt Ltd
01.2013 - 01.2015
- Analyzed data and published performance reports for teams and associates.
Team Lead
Search Engine Consultants
01.2012 - 01.2013
- Led a team of 15 in managing the Vodafone churn process, focusing on team performance metrics and documentation for corporate connections.
MIS Executive
Kou-Chan Knowledge Convergence Pvt Ltd
01.2011 - 01.2012
- Analyzed collections process data for Tata Docomo and prepared cycle-wise reports and dashboards.
Operations Reporting Analyst
Sitel Operating India Ltd.
01.2006 - 01.2010
- Worked across customer support and operational reporting, analyzing and maintaining performance data for management decisions.
Education
Bachelor of Computer Applications (BCA) -
Amity Online University
Skills
- Python
- SQL
- MS Excel
- HTML
- CSS
- JavaScript
- Statistical modeling
- Data exploration
- Hypothesis testing
- Model evaluation
- Data visualization
- Generative AI
- Prompt Engineering
- Generative AI Fine Tuning
- Python Flask
- Analytical thinking
- Problem-solving
- Teamwork
- Effective communication
- Presentation skills
- Web development
- Python Django
- Deep learning
- Machine Learning
Certification
- Master Data Science in Python (Great Learning Academy)
- Data Science Mathematics (Great Learning Academy)
- Flask - Python (Great Learning Academy)
- Django - Python (Great Learning Academy)
- Python - OOPs (Great Learning Academy)
- Introduction to Software Engineering (IBM, Coursera)
- Introduction to Artificial Intelligence (IBM, Coursera)
- Generative AI: Introduction & Applications (IBM, Coursera)
- Generative AI - Prompt Engineering Basics (IBM, Coursera)
- Introduction to HTML, CSS & JavaScript (IBM, Coursera)
Deeplearningprojects
- Skin Cancer Prediction
- Steel Plate Defects Prediction
- Stock Market Patterns Classifier
- Stock Price Time Series prediction using LSTM
- Handwritten Digits Classifier
Generativeaiprojects
- Stock Market Predictor
- Banking Chatbot
- Image-to-Text Extractor
- AI Worksheet Generator
- AI-Resume Parser
- Image-Generation using Stable Diffusion
Projects
Visa Approval Prediction
Tools & Technologies: Python, Pandas, NumPy, scikit-learn
Role: Data Analyst
- Developed a predictive model for visa approvals using candidate details, employing classification algorithms that improved prediction accuracy by 40%.
Manpower Planning
Tools & Technologies: Python, Pandas, NumPy, scikit-learn
Role: Data Analyst
- Conducted manpower planning based on project requirements, utilizing regression algorithms to optimize resource allocation and enhance project efficiency.
Procurement Cost Prediction
Tools & Technologies: Python, Pandas, NumPy, scikit-learn
Role: Data Analyst
- Predicted procurement costs based on mechanical part specifications, applying regression algorithms that improved procurement efficiency and reduced costs by 15%.
Languages
English
Advanced (C1)
Hindi
Upper intermediate (B2)
Timeline
AI ML Consultant
Samruddhi Techno Designs & Services
10.2024 - Current
Python Developer
Eyebricks Design Solutions
08.2023 - 09.2024
Data Analyst & Buyer
Saif Bin Darwish
03.2015 - 01.2022
Sr. MIS Analyst
TransgeneZ Engineering & Solutions India Pvt Ltd
01.2013 - 01.2015
Team Lead
Search Engine Consultants
01.2012 - 01.2013
MIS Executive
Kou-Chan Knowledge Convergence Pvt Ltd
01.2011 - 01.2012
Operations Reporting Analyst
Sitel Operating India Ltd.
01.2006 - 01.2010
Bachelor of Computer Applications (BCA) -
Amity Online University
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