Sherwin Desouza

Academic

Verbatim text

Sherwin Desouza
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+923304444555 sherwindesouza9@gmail.com
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Lalkurti, Rawalpindi
Linkedln: http_s:LLwww.linkedin.com[in[sherwin-desouza-b7a119215[
Github: http_s:Llgithub.com[SherwinDesouza
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Education
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Bachelor of Science (Artificial Intelligence)
Major:
IDeep Learning, Computer Vision, Multi Agent Systems, Natural Language Processing
Roots School System DHA-1 Flagship Campus, Islamabad
A'levels (Mathematics, Physics, Computer Science)
Roots School System Harley Street, Rawalpindi Punjab
O'levels(Mathematics, Physics, Computer Science)
Projects
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Final Proiect: Transcription and Translation Application[Huggingface,Github, React, Python]
A mobile application for hearing impaired individuals that provides real-time transcription and translation in three languages: Urdu,
English and Pahsto.
Proiects:
Sales Agent[Langchain,Pandas,Google Sheets] :
An Al-powered sales analytics tool that processes data available in the google sheet, generates a detailed report highlighting trends
and product performances using LLM (llama-3.1-Sb-instant GroqAPI) . Uses google sheet API to add data using python scripts.
Comic-Generation Application [Pytorch]:
Developed a web application which generated comics using pre-trained models. Users can specify the number of characters, the
heme of the comic book, and the number of panels to generate custom comic strips.
Emotion Classifier Project [Tensorflow, CV] :
Developed a project which classified human emotions like happy, sad or neutral based on facial expressions. The model was bui It
'rom scratch, and the dataset was sourced from Kaggle.
Full Stack Live Weather Web Application[React, Pytorch,Airflow, Docker,Kubernetes,Github] :
Developed a web application for weather forecasting. The model was built using pytorch and data was obtained using
OpenWeatherMap API. Mlflow was used for model versioning and kubernetes for application deployment.
Chatbot [Langflow, Astra DB, Langchain]:
An Al-powered document assistant that stores PDFs as vector embeddings in Astra DB, enabling intelligent search and interactive
conversations with users. llama-3.1-Sb-instant used as the LLM to generate texts.
Conditional Generative Adversarial Network [Python, Pytorch]:
Developed a conditional GAN to generate realistic images from given input conditions of sketches. This project was implemented
from scratch using Pytorch framework.
Al Web Scraper [BeautifulSoup, Langchain,Streamlit]:
Developed a streamlit application which takes website URL as input and summarizes t he webpage content using
LLM (llama-3.1-Sb-instant GroqAPI) in either text or table format.
Work Experience
Al lntern,Grayhat Developers, Islamabad.
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June 2024 - August 2024
Worked as an Al intern at Grayhat Developers specializing in Natural Language Processing (NLP).
~kills & Tools
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Professional Skills
Leadership, Interpersonal Skills, Communication.
Technical Skills
Python, Tensor Flow, No SQL, Sci-kit Learn, SQL, Pytorch, Huggingface, MLFlow, Airflow, C++, Langchain,
Langflow, Smolagents, Web Scraping
Trainings I Certification
Al Agents Course (Ongoing) - Hugging Face
Currently enrolled in Hugging Face's Al Agents course, exploring the theory, design, and implementation of Al agents. Gaining hands-on experience
with frameworks like smolagents, LangChain, and Llamalndex while building and evaluating Al agents in real-world scenarios.
Activities
ommunity Service(December 2021- February 2022): My team and I arranged audio books and provided them to Govt Qandeel Secondary School for Blind in
Rawalpindi.
WWF Eco lnternship(July 2019- August 2019): Our aim was to collect donations which were later used to improve wildlife facilities in Murree.
Interests
Football, Photo Editing and Cooking.
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