- IBMAI ANALYST/ DATA SCIENTISTCONSULTING & AUDITSJune 2021 - Today (3 years and 10 months)Bois-Colombes, France- IBM Watson AI products study : Watson Assistance to built a chatbot for business transformation, Watson Knowledge Studio for NLP project annotation.- Optimizing time series algorithm for fashion industry - IA4Fashion - IBM Research :To predict the future demand of the product based on season - Arima,fbprophet.- OCR and Document Reduction - Computer Vision - SNCF: PDF scanned image anonymization with clustering algorithm and OpenCV library.- CodeNet IBM research Project - IBM Research : Predicting program/functions that perform similar task. Dataset with 14M code samples,each of which is intended solution to one of 4000 coding problems.- RPA and OCR - BNPP :
- Smart automation of banking and assurance processes with Blueprism and Abby
Flexicapture.- Handwritten date detection from images of pdf
- Customer Satisfaction Sentiment Analysis with TextBlob and NLTK Vader :Data scrapping ,Data exploration,Wordcloud analysis ,Text preprocessing-stemming,lemmatization- Watson assistant training and API integration for Digital Coach platform - Allianz france:Training and integrating watson assistance chatbotOpen API specification : Integration with IBM app connectWatson API integration with the Whatfix team- KPI recrutement Dashboard- Scrapping trello data and visualize the data in dashboard via super set.
- Trigger the scrapping process/api call and add it to postgresql db in cloud via IBM Cloud function.Deploy the app via cf action using archive and custom docker image.
- Docker env set up
- Superset data visualization
- Watson Analysis :Performing K-fold validation of intent used with conversational agent.Topic modeling to auto detect entities of watson assistant using BERTopic and tf-Idf methodology.- Real time computer vision human detection :Detecting people from the real time data using YOLO weights andfine tuning pretrained model.YOLOv5 model from darknet using torch hub.- Watson discovery search data preparation&training : Orange- Participating Ideathon IBM consulting lab Paris Saclay- Preparing NLP project proposition: note/text generation Email analyzer- RGE- Train circuit way data analysis, comparative analysis of coherence in localisation,cdv - RATP Data factory - Towards Data ScienceTechnical WriterEDUCATION & E-LEARNINGJuly 2022 - Today (2 years and 10 months)- Author of articles in medium on the topics of data science, machine learning, Python, web scrapping, Computer Vision, Natural Language Prrocessing, mathematical programming , new emerging technologies and learrning tips.
- InFLOWS AIMachine Learning Engineer InternJanuary 2020 - October 2020 (9 months)Paris Area, France- Auto-ML pipeline development - Use statistical modeling techniques to develop and evaluate algorithms to improve performance, quality, data management and accuracy. - Automate the parameter optimization strategy and develop a specific boosting technique in order to obtain the significant result. - Sampling analysis with chemical data - Expertise in data analysis and visualization - Comparative analysis of ML algorithms - Automate the entire machine learning process, from data preparation to developing models.
- Master's degreeIA School2020Completed Project 1: Seq2Seq AI chatbot in tensorflow Github link:https://github.com/Abonia1/Seq2Seq-Chatbot Project 2: Airbnb Paris(ile de france)-Data Analysis and Price Detection Github link:https://github.com/Abonia1/IA-School/tree/master/Airbnb Project 3: Brazilian E-Commerce data analysis and Customer Satisfaction Prediction Github link:https://github.com/Abonia1/Brazilian-E-Commerce Project 4: DVF-France real estate Data and Prediction Analysis Github link:https://github.com/Abonia1/Real-Estate-France-DVF
- Master's degreeInstitut F2I2019Project development,Database management, Marketing,Gestion des projets Digital,Web designing etc Final year project:Gustocoffee(co-working online reservation system)web and mobile application(CRM included) Web application: https://github.com/Abonia1/GustoCoffee Mobile App: https://github.com/Abonia1/GustoCoffeeMobileApp API documentation: https://github.com/Abonia1/GustoCoffeeRESTAPI
- Professional Project Development CertificateSJT-AFEC- Dispositif « Avenir Jeunes »2017
- B TECHPondicherry University2015
- Higher SecondaryJawahar Navodaya Vidyalaya (JNV)2011
- Natural Language Processing Specialization - Deeplearning.aiCoursera2021
- Machine Learning - Stanford UniversityCoursera2019
- Deep Learnig Specialization- Deeplearning.aiCoursera2019
- Spark and Big data analysisGreat Learning2021
- Advanced Cloud ComputingPondicherry University2013
- GOOGLE CLOUD CERTIFIED PROFESSIONAL DATA ENGINEERGoogle2022
- The Complete Python BootcampUdemy2022
- IBM Quantum ConversationsIBM2022