Data Scientist

Indien

2 Jahre Erfahrung

Geburtsdatum:

Staatsangehörigkeit:
indisch

35637557

Hochschulstudium

Zeitraum
Abschluss / Fachbereich / Hochschule
Schwerpunkte

08/201608/2018

abgeschlossen

Master of Science (MSc)
Wirtschaftsinformatik (weiterführend)

, Frankreich

Berufserfahrung

Zeitraum
Tätigkeit / Unternehmen
Aufgaben

03/2022Bis heute

Python Teacher

, Deutschland
Referenzen sind auf Anfrage erhältlich

Python Teaching
Virtual Volunteering

06/201805/2021

Data Scientist

, Frankreich

I have developed the natural language processing (RASA NLU) area of a RASA architecture-based chatbot using python on ubuntu based environment, the most notable libraries being used are numpy, scikit-learn, rasa-nlu, rasa-core to name a few. I have also developed a restaurant-based chatbot using the RASA architecture where the main functionality was to propose restaurants to the users from a list of restaurants provided.

The deliverable I am currently meeting are as follows:
- Making the data-set better by creating co-occurrences of certain entities which involves handling lists, strings datatype and working with list comprehension.
- Using the confidence level of intents and entities to make the bot work more efficiently.
- Created techniques to generate .json file format dataset using pandas.
- Created a simple tool using web scraping by python to extract information on EU regulations.
- Working to generate questions automatically using dependency parsing, spacy lefff for POS tagging from sentences following certain rules for dataset.

Sprachkenntnisse

Sprache
Level
Prüfung / Zertifikat
Deutsch
Grundkenntnisse (A1)

Englisch
Verhandlungssicher (C2)

Bengalisch
Muttersprache

Hindi
Fließend (C1)

Weitere Fähigkeiten

Kompetenzen
Führerscheine
Interessen, Hobbys, Persönliches

Python, Data Analysis, Pandas, Numpy, Machine Learning, NLP, Statistics

So geht's