
Ansa Baby
I'm Full-Stack Software Developer
About
Welcome to my portfolio!
I am a seasoned Lead Full Stack Engineer, Software Architect, and Research Machine Learning Engineer with eight years of experience delivering scalable and innovative solutions. Proficient in technologies like C#, Python, SQL,.NET Core and Data science, I specialize in developing robust applications, automating complex workflows, and leveraging machine learning to drive data-driven insights. My work spans diverse domains, including cloud computing, predictive analytics, and enterprise automation. As a Google Women Tech Makers Ambassador, I am passionate about promoting diversity and mentoring the next generation of technologists.
Lead Full Stack Software Developer & Machine-Learning Engineer.
- Birthday: 8 August 1994
- Nationality: India
- Residence Status: Manchester, UK
- Degree: Masters in Data Science
- Email: the.data.artistry@gmail.com
Skills
With Master's in Data Science and 7 years of industry experise, I bring a wealth of experience to the world of data science and software development.
Resume
Education
Master of Science & Data Science
Manchester Metropolitan University, Manchester UK
2022 - 2023
Course work Research : Towards Sustainable Aviation: Utilizing Machine Learning, Remote Sensing, and Climate Modelling to Optimize Contrail Detection and Mitigation for Effective Reduction of Aviation-Related Global Warming
Passed with Distinction (80%)
Bachelor of Engineering & Electronics & Communication Engineering
Easa College of Engg & Tech, India
2011 - 2015
Passed with First Class (79%)
Certifications
Community leadership & Advocay
Google Women Tec Makers Ambassador
PEAs in Pods(public engagement for Data and AI Community Co-Production)
Professional Experience
R&D Developer Engineer
2023 - Present • Manchester, UK
- Tech Stack: Python, C#, Pandas, data Pipelines, SQL, Azure, Machine Learning, Scikit-Learn, Power BI, Docker, Kubernetes
- Designed and deployed machine learning models to analyse laser performance data, to reduce noise levels, leading to enhanced precision in laser outputs and improved product quality.
- Built a Chrome extension for secure local settings file access ( JSON & XML, SQL & Postgres SQL) and a custom NuGet package using graph structures and advanced data structures and algorithms
- Developed predictive maintenance pipelines and implemented unsupervised learning techniques to cluster laser usage patterns, identifying key operational inefficiencies and optimizing production workflows.
- Collaborated with R&D teams to integrate AI-driven calibration algorithms for lasers, improving accuracy and reducing manual adjustments by
- Built and visualized Power BI dashboards to communicate insights derived from laser data, driving data-driven decision-making.
- Conducted exploratory data analysis (EDA) to identify correlations between laser settings and performance metrics, offering actionable insights for design enhancements.
- Applied Test-Driven Development (TDD) methodologies to develop reliable and maintainable software, simulating hardware scenarios with Moq and MS Test, ensuring safety and efficiency in a hardware-integrated environment
- Led a cross-functional team to design and implement scalable software architectures, improving system reliability and performance by 40% using Builder and Template Design Patterns and eliminating repetitive code.
Technical Analyst
Chennai, India • 2017 - 2022
- Tech Stack: C#, WPF, .Net, SQL, RPA, Azure, Elasticsearch, Azure, Git, OCR Tools, Domain-Driven Design (DDD)
- Led a team 5 to deliver enterprise-level automation solutions in C# within agile environments, achieving 90% automation.
- Architected a vaccination verification platform using Restful APIs, RPA, Outlook, SharePoint, RabbitMQ, Elastic Search, and ABBYY OCR, ensuring business continuity during the pandemic.
- Designed and implemented an automation framework managing live shipment bookings, enabling real-time updates via SharePoint and reducing processing time
- Applied Domain-Driven Design (DDD) principles to model complex business processes, creating a robust and scalable architecture that aligned with enterprise needs.
- Migrated legacy systems to Azure, improving uptime and scalability, and enhanced debugging using Elasticsearch and Kibana for monitoring capabilities.
- Awarded the Applause, Curtin and many other awards for delivering a critical application within one week and received multiple client appreciations for meaningful contributions, leadership and innovation.
- Mentored junior developers, providing hands-on training in SQL, stored procedures, and C#, boosting productivity by 25%.
Cognizant Technology Solutions
Chennai, India • 2016 - 2017
- Tech Stack: C#, Asp.Net MVC, SQL, JavaScript, jQuery, HTML, CSS, TFS
- Developed enterprise web applications with C# and ASP.NET MVC, applying SOLID principles to refactor code maintainability.
- Designed and consumed RESTful APIs for efficient communication between systems and enhanced role-based security using Identity and Access Management (IAM).
- Collaborated with QA, DevOps, IT Support and senior developers to improve backend systems and optimize database queries, enhancing application performance.
Projects
- All
- Software
- Data
- Dashboards
- Roadmaps
Blogs
I enjoy writing Software, Data, Tech Trends and whatever else interests me!
Mathematics Behind The Decision Tree Algorithm
A Guide to Understanding the Mathematics Behind Decision Tree Algorithm
The Debugging Skills No School Taught You
Do it like a pro!
Essential APIs Every Developer Should Know for 2024
REST, SOAP, GraphQL, gRPC with Examples and Code Snippets
How to Save As a File in C# Blazor WASM Using Chrome Extensions & Native Apps
Step-by-step guide in communicating with a Native App from Chrome extensions
Mathematics Behind the K-Nearest Neighbors (KNN) Algorithm
A Complete Beginner’s Guide to the Math Behind KNN
Multi-Class Classification of Iris Dataset using PyCaret Auto ML
A step-by-step explanation of using the Auto ML Library
Creating a Multi-Page Power BI Dashboard: A Step-by-Step Guide with Global Hunger Index Data
Learn How to Load, Transform, and Visualize Data in Power BI with Detailed Instructions and Screenshots
Project IDX vs. Visual Studio Code: Which One is Right for You?
Choose the perfect development environment
How to create web extensions using C#?
Step-by-step instructions to create a web extension Blazor C#
Contact
Address
Manchester, United Kingdom
Email Me
the.data.artistry@gmail.com
Get in Touch
My inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!
Let's connect and discuss.