About Me

I am a Master's in Data Science student at Northeastern University, specializing in Deep Learning and Computer Vision. With 3 years of experience in building full-stack and AI solutions, I am well-versed in developing product-specific tools using Core Java and Spring Boot, designing web pages with ReactJS and Angular, and deploying containerized applications using AWS EC2 and Docker.

Now transitioning into Data Science and Computer Vision, I focus on building end-to-end AI solutions, from computer vision systems for object detection, tracking, and 3D reconstruction to scalable ML applications including recommender systems and forecasting models, supported by robust data pipelines.

Projects

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AI-DataHunter
BERTCaptumPythonPyTorch
Text classification system that distinguishes human writing from AI-generated content
Topics: NLP, Transfer Learning
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MARS Recommendation System
PyTorchONNXK-MeansPinecone
Hybrid movie recommender using collaborative and content-based filtering on the MovieLens dataset
Topics: Recommendation Systems, Optimization
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Bowel Segmenation with SegFormer
TransformerPytorchOpenCV
Vision Pipeline for Bowel Segmentation from MRI Scans using SegFormer Model
Topics: Image Segmentation, Medical Imaging
Path Matching
Path Matching
PythonpandasStreamlit
A interactive simulation tool to visualize shortest path finding and bipartite matching algorithms
Topics: Algorithms, Data Visualization
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Data Fusion Pipeline
PythonApache SparkPostgreSQLStreamlit
Rule-based data integration platform for building scalable pipelines via an intuitive UI
Topics: Data Engineering, Streaming, Automation
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CNN Visualizer
PythonPyTorchOpenCV
A comprehensive tool to visualize how CNNs process images
Topics: Neural Networks, Visualization

Timeline

  • 2021: Joined Capgemini as a Full-Stack Intern and later transitioned to a full-time role as a Senior Software Engineer.
  • Fall 2022: Promoted to Associate Consultant, continued working in the Banking and Telecommunications domains.
  • Summer 2023: Developed a facial recognition system and transitioned toward machine learning and computer vision.
  • Fall 2024: Began a Master's program in Data Science at Northeastern University.
  • Spring 2026: Teaching Assistant for the Algorithms course.

Tools/Skills

Python Java C++ scikit-learn numpy pandas Apache Spark PyTorch OpenCV Git/GitHub Docker CI/CD AWS EC2 AWS RDS PostgreSQL MongoDB Pinecone