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Dhruv Jar I Wala Resume

Dhruv Jariwala is a Computer Engineering student with experience in algorithmic trading, backend development, and machine learning projects. He has interned at Anand Rathi Global Finance Limited, developed various projects including a hybrid news summarization pipeline and a hospital management system using Django, and has a strong foundation in programming and data management. His skills include Python, Django, FastAPI, and various data science libraries, complemented by a solid academic background with a CGPA of 9.08.

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Rahul Deora
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9 views1 page

Dhruv Jar I Wala Resume

Dhruv Jariwala is a Computer Engineering student with experience in algorithmic trading, backend development, and machine learning projects. He has interned at Anand Rathi Global Finance Limited, developed various projects including a hybrid news summarization pipeline and a hospital management system using Django, and has a strong foundation in programming and data management. His skills include Python, Django, FastAPI, and various data science libraries, complemented by a solid academic background with a CGPA of 9.08.

Uploaded by

Rahul Deora
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
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DHRUV JARIWALA

GitHub | Email: dhruvjariwala2003@gmail.com| Mobile: 7977281779

EXPERIENCE

Intern @NBFC-Trading Desk FROM JUNE 2024 – AUGUST 2024


Anand Rathi Global Finance Limited
Explored algotrading with Python, fetched real-time market data via XTS API , sockets, and visualized graphs, scatter
plots, candlesticks using libraries such as Mplfinance and Plotly. Learnt about derivatives (options) , strategies and
concepts like LTP data per minute, strikes, and combined premiums .Also, worked with PostgreSQL , remote access via
SQLAlchemy , and developed a role-based access control system using Postgres , FastAPI and JWT Authentication.

PROJECTS
HYBRID NEWS SUMMARIZATION
• Designed a pipeline to provide a summary which has combined characteristics of both extractive and abstractive
summaries for a given input of News article
• The pipeline consists of preprocessing the data and generating an extractive summary by TF-IDF scores. The
extractive summaries are then given as inputs by fine tuning T5 pretrained (Transformer) model from Hugging
Face using which abstractive summaries (also having extractive features) are generated. The pipeline is deployed as
a Django API.
INTERNSHIP PORTAL (BACKEND)
• A group project (in D.J. Unicode) using Django which involves REST CRUD APIs, Media Handling and Web
Scrapping internships from various website such as LinkedIn, Glassdoor ,Internshala
• Follows abstract User Model and offers Custom User Permissions for both types of users- Students and Professors.
HOSPITAL MANAGEMENT SYSTEM
• Developed using Django Rest Framework , the project involves SQlite database with complex database schema,
SMTP email verification , CRUD operations , OAuth (using google) , Token Authentication and other REST APIs
tested on Postman ,payment gateway feature using razorpay ,Integrated swagger docs and hosted the website
backend on python anywhere
BRAIN TUMOR CLASSIFICATION
• Developed a Convolutional Neural Network (CNN) model to classify brain tumor MRI JPG images into 15 distinct
types, incorporating robust data preprocessing techniques to enhance consistency and minimize noise.
• Achieved high training accuracy and addressed overfitting with batch normalization and optimizer tuning.

EDUCATION

SVKM’s Dwarkadas J. Sanghvi College of Engineering 9.08 cgpa as of sem6


Bachelor of Technology in Computer Engineering

Prakash College Of Science 94 percent


H.S.C.

OTHER SKILLS AND INTERESTS


• Other Experiences: Django Developer @D.J. Unicode, Open Source Contributor @OpenChemistry
• Programming Languages: Python, C++, C
• Libraries and Frameworks: Django, FastAPI, Flask,NumPy, Pandas, TensorFlow, Keras, Matplotlib, Seaborn, PyTorch,
OpenCV, NLTK, Beautiful Soup
• Databases: MySQL,PostgreSQL,SQLite
• Dev Tools: VS code, git,github
• Other Interests: Maths, Finance ,Statistics

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