Data Scientist, Specialized in Python, Hands on experience in Machine Learning, Computer Vision, Natural Langugage Processing and Recommendation Systems.
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Wysa
Data Scientist
June 20, 2026 – Present
Recommendation-System-with-Personality-Evaluation-and-User-Embeddings
March 11, 2022 – March 11, 2022
This repository contains recommendation system for dating apps based on personality evaluation by automatic question generation and sentiment + zero shot classification and user embeddings based on swipe history, made with FastAPI, validated by Pydantic Models
View ProjectPersonal-Voice-Assistant
March 11, 2022 – March 11, 2022
Personalized voice assistant 'Alice' with Language classification, Speech Recognition, Machine Translation, Restoring Punctuation, Conversational and Speech Synthesis.
View ProjectClinical-ICD10-Code-Prediction
February 28, 2022 – June 29, 2022
This repository includes API to get ICD-10 codes from descriptions. The Model is a transformer based on BERT. The embeddings are being finetuned based on the following paper: https://arxiv.org/abs/1904.03323 .
View ProjectPyTorch-Models
February 18, 2022 – February 18, 2022
This repository contains PyTorch implementation of various architectures and some helper functions for data augmentation, custom dataset building etc...
View ProjectImage-Enhancement-and-Super-Resolution
February 15, 2022 – February 15, 2022
Image Enhancement, Contrast, Illumination, Saturation Adjustment and Noise Reduction and Upscaling with GANs.
View Project3D-Photography-with-Image-Inpainting-and-Depth-Estimation
February 15, 2022 – February 15, 2022
Sensing Depth from 2D Images and Inpainting Background behind the Foreground objects to create 3D Photos with Parallax Animation.
View ProjectDigitalizing-Prescription-Image
February 15, 2022 – February 15, 2022
PIRDS - Prescription Image Recognition and Digitalizing System is a OCR make with Tensorflow that digitalises images of Prescription of Handwritten Texts by Doctors.
View ProjectReal-Time-Call-Transcription-and-Sentimental-Analysis
February 15, 2022 – March 7, 2022
Real Time Call Transcription and Sentimental Analysis, Call Initiates with Twilio, Streams in MuLAW, Preprocessed and converted into .wav, Transcribed with Wav2Vec2.0 and Analysing sentiment with BERT.
View ProjectMaze-Runner
February 15, 2022 – February 15, 2022
Maze Runner is based on Travelling Salesman Problem, to minimize the travelling cost to find the best possible solution. The user input maze image of m x n dimension which is converted to a graph, extracting the nodes and making connections which is used to traverse the maze via different algorithms. So, the user can compare different algorithms to get the most efficient path, while generating nodes in a graph. The maze can be a source to find the shortest easy path, from the multiple path that leads to the solution.
View ProjectDiverse-Facial-Edit
February 15, 2022 – February 15, 2022
Diverse Facial Edit with StyleGAN, StyleGAN2, StyleClip with ViT, and Other Features like Background Removal and Face Swap
View ProjectCultural Fit Analysis
The candidate demonstrates a strong passion for Data Science and Machine Learning through a diverse portfolio of personal projects. The breadth of projects, from 3D photography to clinical code prediction and voice assistants, suggests a curious and self-motivated individual. The current role as a Data Scientist at Wysa aligns well with the target role. However, the lack of team-based project descriptions or collaborative experience in the provided data makes it difficult to fully assess cultural fit beyond individual technical drive.
Soft Skills & Operational Fit
The provided data is insufficient to assess soft skills or operational fit. The candidate's project descriptions indicate a strong technical drive and ability to execute complex ideas independently.