Machine Learning A Team

Pooja H Mutt

Email: *******.**@*****.*** Mob: 669-***-****

PROFESSIONAL SUMMARY

•3+ years of professional experience in Python development, specializing in web applications, automation, AI, and optimization-driven solutions.

•Extensive experience in Django, Flask, and RESTful API development, implementing Model View Template (MVT) architecture for scalable applications.

•Strong expertise in AI and data science using Python-based libraries such as NumPy, Pandas, Matplotlib, Seaborn, SciPy, and Scikit-learn, applying statistical analysis and predictive modeling.

•Hands-on experience in machine learning, deep learning, and data preprocessing, utilizing TensorFlow and PyTorch for AI-driven optimization models.

•Proficiency in operations research, applying linear programming, integer programming, and stochastic optimization to solve large-scale real-world problems.

•Skilled in optimization libraries like Gurobi, CPLEX, COIN-OR, and LPSolve, designing efficient mathematical models for decision-making.

•Strong understanding of data structures, algorithms, and computational complexity, ensuring performance optimization for AI and optimization applications.

•Experience working with large datasets, leveraging SQL (MySQL, PostgreSQL) and NoSQL (MongoDB) for efficient data storage and retrieval.

•Hands-on expertise in cloud computing and distributed systems, utilizing AWS services (EC2, S3, RDS, VPC) for deploying scalable AI and optimization solutions.

•CI/CD, DevOps, and version control expertise, managing repositories with Git, SVN, and automating deployment pipelines with Jenkins and Apache Maven.

•Knowledge of workforce management integrating AI-based insights for operational efficiency.

•Familiarity with Agile methodologies, collaborating effectively in cross-functional teams for rapid development cycles.

•Strong problem-solving abilities, a passion for AI-driven innovation, and the ability to bridge Python development with real-world AI and optimization challenges.

•Excellent interpersonal and communication skills, efficient time management and organization skills, ability to handle multiple tasks and work well in a team environment.

ACADEMICS:

Bachelor of Engineering in Electronics & Communication From VTU, KA - India.

Master of Technology in VLSI & Embedded Systems Engineering From VTU, KA - India.

TECHNICAL SKILLS

Languages

Python (Core Python, OOP, AI/ML libraries)

Frameworks

Django, Flask, Pyramid, TensorFlow, PyTorch, Scikit-learn.

Optimization & AI Libraries

NumPy, Pandas, Matplotlib, Seaborn, SciPy (Data Analysis & Visualization)

Gurobi, CPLEX, COIN-OR, LPSolve (Mathematical & Operations Research Optimization)

Database

MySQL, PostgreSQL, MS SQL, SQLite, Oracle, MongoDB (Relational & NoSQL Databases)

Web Technologies

HTML5, CSS3, JSON, AJAX

KEY STRENGTHS:

1.Strong Mathematical & Analytical Skills – Expertise in linear programming, stochastic optimization, and algorithmic problem-solving, ensuring precise and efficient solutions.

2.Strategic Decision-Making – Thinks through all possible cases and scenarios before drawing conclusions, leading to well-optimized, data-driven decisions.

3.Excellent Problem-Solving Abilities – Adept at breaking down complex problems, identifying root causes, and implementing AI-driven and optimization-based solutions.

4.Strong Interpersonal & Soft Skills – Effective in collaborating with cross-functional teams, bridging the gap between technical and business requirements.

5.Highly Adaptable & Agile – Quick to learn new technologies, adapt to changing requirements, and thrive in fast-paced, dynamic environments.

6.Good Team Player & Leadership Skills – Works well in a collaborative environment, mentoring peers, and contributing to a positive and productive team culture.

7.Attention to Detail & Precision – Ensures accuracy in coding, optimization models, and AI implementations, minimizing errors and maximizing performance.

8.Effective Communication – Able to convey complex technical concepts in an easy-to-understand manner, making interactions with stakeholders and team members seamless.

PROFESSIONAL EXPERIENCE

Sandvine Technologies Bengaluru, India

●Led requirement gathering and analysis by conducting meetings with business users to understand project scope and objectives.

●Developed a user-friendly, AI-integrated web interface using Python, Django, and Django’s templating language, enhancing usability and efficiency.

●Designed and deployed RESTful microservices using Django REST Framework, implementing scalable API solutions hosted on AWS (EBS, EC2, S3, RDS).

●Utilized Model View Template (MVT) architecture for building modular and maintainable web applications.

●Integrated AI and machine learning techniques using Pandas, NumPy, Scikit-learn, and TensorFlow, enabling predictive analytics for data-driven decision-making.

●Optimized data processing and analysis workflows using Python libraries such as Matplotlib, Seaborn, and SciPy to enhance visualization and reporting.

●Implemented optimization algorithms using Gurobi, CPLEX, and COIN-OR to solve real-world decision-making problems in logistics and resource allocation.

●Developed and maintained SQL & NoSQL databases (PostgreSQL, MySQL, MongoDB), writing optimized queries for large-scale data processing.

●Automated deployment and version control using Git, CI/CD pipelines (Jenkins, Apache Maven) to ensure seamless integration and continuous delivery.

●Used JavaScript (jQuery, Angular) and AJAX for dynamic content rendering and improving client-side performance.

●Followed Agile methodology (JIRA) for sprint planning, tracking progress, and debugging issues.

●Collaborated with cross-functional teams (engineers, data scientists, and product managers) to meet project deadlines and ensure smooth integration of AI-driven insights.

●Implemented Test-Driven Development (TDD) approach, writing unit and integration tests to ensure code reliability and maintainability.

Environment: Python, Django, Flask, AI/ML (NumPy, Pandas, Scikit-learn, TensorFlow), Gurobi, CPLEX, AWS (EC2, S3, RDS, EBS), SQL (PostgreSQL, MySQL, MongoDB), REST API, JavaScript (jQuery, Angular), Bootstrap, AJAX, Jira, Git, Jenkins, Apache Maven, Windows/Linux.

Avekshaa Technologies Bengaluru, India

•Built database Model, APIs and Views utilizing Python, to build an interactive web-based solution.

•Created the front end and backend of the admin application using Python and Django Web frameworks.

•Logged into the websites and retrieved data based on selected options using Python.

•Used Angular Routing Module to implement routing, and role-based routing for Single Page Application.

•Created Data tables utilizing PyQt to display customer and policy information and add, delete, update customer records.

•Used JIRA to assign, track, report and audit the issues.

Environment: Python, Django, Angular, AWS, MySQL, Jenkins, GIT, XML, Jira, Agile, Windows.

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