Open to opportunities

Maggi Bansal

@maggibansal

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Researcher and data analyst specializing in ML and AI technologies.

India

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What I'm looking for

I am looking for opportunities that foster innovation and collaboration in AI and ML.

I am a passionate researcher and data analyst with a strong focus on cutting-edge technologies such as Machine Learning (ML) and Artificial Intelligence (AI). With a Ph.D. in Computer Science from Thapar Institute of Engineering & Technology, I have developed a robust skill set in building large-scale applications, particularly in the realm of Smart Cities. My work has involved implementing innovative ML and AI technologies, and I am well-versed in full-stack Python development.

Throughout my career, I have successfully developed cloud-based applications and deep learning models, contributing to significant research publications in esteemed journals. My experience includes working with advanced data engineering techniques, cloud computing platforms like AWS, and various Python frameworks and libraries. I thrive in collaborative environments and am always eager to learn and adapt to new challenges.

Experience

Work history, roles, and key accomplishments

Cloud-based Urban Analytics Developer

Cloud4IoTCity

Jan 2023 - Jan 2024 (1 year)

Developed a cloud-based urban analytics application for SQL and predictive analysis, integrating IoT big data with geospatial data. Implemented Lakehouse architecture on AWS using Delta Lake.

AWS SQL Delta Lake Cloud Computing IoT Flask Urban Analytics Data Engineering

Deep Learning Model Developer

AI-based Occupancy Detection

Jan 2023 - Feb 2023 (1 month)

Developed a deep learning model for occupancy detection in smart buildings using sensor readings. Research accepted for publication.

Deep Learning Keras Jupyter AI Smart Building Publications Python Data Analysis

Deep Reinforcement Learning Developer

UrbanEnQoSPlace

Jan 2020 - Jan 2022 (2 years)

Designed and developed a deep reinforcement learning model for service placement in smart city applications, solving complex placement problems.

Reinforcement Learning Python Smart City AI Data Analysis Algorithm Design Cloud Computing

Academic Lecturer

Thapar Institute of Engineering & Technology

May 2013 - Jul 2015 (2 years 2 months)

Lectured in the Computer Science department, focusing on various computer science topics and guiding students in their academic pursuits.

Teaching Curriculum Development Computer Science Public Speaking Research Presentation Skills Communication Team Collaboration

Content-Based Image Retrieval Researcher

Content-based Image Retrieval System

Jan 2012 - Jan 2013 (1 year)

Conducted research on content-based image retrieval using liver ultrasound images, focusing on texture as a similarity measure. Presented findings at an international conference.