Title - Junior Data Engineer
Location - Bangalore, India
Date - March 2022 - Nov 2023
Key roles and Responsibility
Dashboard Development:
Lead the design and development of strategic dashboards for operational and strategic decision-making.
Collaborate with stakeholders to understand requirements and translate them into actionable insights.
Statistical Analysis:
Apply advanced statistical models to analyze data and extract meaningful insights.
Integrate data solutions into existing applications and systems.
Data Management:
Oversee data acquisition, transformation, and maintenance from various sources.
Develop and maintain data pipelines for efficient processing.
Cross-Functional Collaboration:
Act as a liaison between teams to implement data-driven solutions.
Collaborate with stakeholders to address business challenges.
Chatbot Development:
Lead the development of chatbots using Natural Language Processing techniques.
Integrate chatbots into existing systems to improve user experience.
Title - Data Analyst
Location - Bangalore, India
Date - July 2021 - Feb 2022
Key roles and Responsibility
Statistical Analysis Model Development:
Designed and developed statistical analysis models on large datasets, resulting in a 30% improvement in sales.
Project Management Collaboration:
Collaborated with teams using various project management tools to understand project requirements and ensure alignment with objectives.
Data Cleansing and Analysis:
Performed data cleansing and analyzed trends and patterns to identify opportunities for improvement and growth strategies.
Python Code Development:
Crafted streamlined Python code for data visualization and analysis, utilizing libraries such as Matplotlib, Seaborn, Numpy, and Pandas.
Title - AI Engineer Intern
Location - Cambridge, UK
Date - Nov 2020 - June 2021
Key roles and Responsibility
Proficiency in Deep Learning Frameworks:
Demonstrated advanced proficiency in working with leading deep learning frameworks, including Keras, TensorFlow, and PyTorch. Specialized in developing and implementing deep learning models for computer vision tasks such as image classification, object detection, and image segmentation.
Utilized pre-trained models and fine-tuning techniques to achieve state-of-the-art performance on challenging computer vision problems.
Collaborated with cross-functional teams to design and implement end-to-end deep learning solutions, from data preprocessing and model training to deployment and evaluation.
Data Visualization for KPI Tracking:
Designed and developed interactive data visualization tools and dashboards to redefine Key Performance Indicators (KPIs) and track project progress effectively.
Employed data visualization libraries such as Matplotlib, Seaborn, Plotly, or Tableau to create visually compelling representations of key metrics and trends.
Implemented automated reporting systems to streamline the communication of project insights and facilitate data-driven decision-making processes across the organization.
Object Detection with Kalman Filter:
Led the development and implementation of object detection algorithms using advanced techniques such as the Kalman filter.
Applied object detection algorithms to track and differentiate multiple objects in video streams, contributing to projects in surveillance, autonomous vehicles, and object tracking systems.
Conducted thorough performance evaluations and optimizations to ensure the robustness and accuracy of object detection systems in real-world scenarios.
Problem-solving and Pipeline Optimization:
Demonstrated exceptional problem-solving skills to troubleshoot issues and optimize the performance of data processing pipelines.
Identified bottlenecks and inefficiencies in data pipelines and implemented optimizations to improve throughput and reduce latency.
Leveraged parallelization techniques, caching mechanisms, and algorithmic optimizations to enhance pipeline efficiency and scalability, enabling the processing of large-scale datasets with speed and accuracy.
My Technical Expertise
Testimonials
"Aishwarya demonstrates a balance of academic acumen and professional courtesy that is hard to find nowadays.
She has worked on a number of commercial projects including Database Management Systems, emerging technology including Artificial Intelligence, UI/UX Design, Statistical Analysis models and business trends.
Her willingness to go out of the way at work and equally so with tutoring her students diligently deserves recognition.
On multiple levels, I commend and congratulate Aishwarya, wishing her all the best for every future endeavour"
Client, Sun IT solution
"I had the pleasure of collaborating with Aishwarya Nanda Kumar on several complex data projects.
Her meticulous approach to architecting robust data pipelines and optimizing data flows is commendable.
What truly sets Aishwarya apart is her proficiency in AI technologies, which she seamlessly integrated into our data solutions.
Her ability to turn raw data into actionable insights is invaluable. I wholeheartedly recommend Aishwarya for any data-centric/AI endeavor. All the best!"
Co-worker, Antobot