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Heet Shah

Problem Solving | Data Structures and Algorithms | AI | DevOps | Computer Vision | Natural Language Processing

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About Me

I'm Heet, a Computer Science Graduate from Nirma University 2021. Currently passionate about Software Development, AI - Machine Learning and Deep Learning, Problem Solving - Competitive Coding problems, and Full Stack Development.

With having a profound interest and experience, some of the key skills and concepts that I am passionate in:

  • Competitive Coding - Problem Solving
  • Backend coding
  • Machine Learning
  • Artificial Neural Network (ANN)
  • Convolutional Neural Network (CNN)
  • Recurrent Neural Network (Uni and Bi -directional), Long short term memory(LSTM), Gated Recurrent Unit(GRU)
  • Transformers(BERT/RoBERTa/Distill BERT)
  • End to End Applications
  • ELK Stack - ElasticSearch Logstash Kibana - (NOSQL)
  • SQL
  • AWS
  • Bootstrap
  • React JS
  • Flask
Want to explore things in-depth and make an impact in society with a personal advancement as well.

Experience

Crest Data Systems

Software Development Intern | Letter of Work

  • The project is to Migrate ELK (Elasticsearch stack) server data to the Splunk server and automate the migration process with just one click.
  • To enhance one of the production tools to satisfy the criteria and add the necessary features.

MediTab Software Pvt. Ltd. (Dosepack India LLP.)

AI Research Intern | Letter of Work

  • The project includes the Automation of seal packing - the building of ML-DL prototype that can identify pills-different types of tabs inside the box, how many pills are there, location of those pills, classification, and masking those pills.
  • The tedious task is to form a Generalized Feature Extractor that can adapt new classes Dynamically atrun time.

Infivolve Inc.

Software Developement Engineering (SDE) Intern | Letter of Work

  • The task is to construct a reliable virtual Exercise Trainer that can classify different exercises in Real-time, identify body key points and pose estimation, tell about the dominant part of the body, and give proper feedback according to analysis and correct it.
  • Construct exercise testing and analysis environment using Flask, HTML, CSS, Javascript, and python.

Scaler Academy - InterviewBit

Campus Lead | Non-Tech | Part time | Joining Letter | Letter of Work

  • Scaler Academy has one goal to make a user-friendly environment for coding on different campuses.
  • Being the part of the scaler achiever club, the responsibility is to make awareness of the activity driven by the finest product of an InterviewBit, Coding competitions awareness in the campus and organization and promote the events based on the Scaler club.

Education

Insitute of Technology, Nirma University

July 2017 - expected May 2021

Bachelor of Computer Science and Engineering

Major Courses: Applied Mathematics - Cloud Computing - Computer Networking - Computer Organization - Data Mining - Data Structure and Algorithms- Database Management - Mathematical Foundation for Computer Science - Object Oriented Programming - Operating System

E-learning courses and cerificates

Key Projects

Automated Human Embryo Grading System

IVF (Invitro fertilization) process includes its own tedious Grading in the span of 5 days by Embryologist, Specially it is varied from person to person depending upon individual's perspectives of grading methodology. From this motivation the aim is to make generalized and robust Embryo Grading System using raw video data.

Kinship Relationships Identifier

Constructive Ensemble model that can predict whether given two images are in blood relation or not.

Featured Photoshop Portal

- Project involves, GANs (Generative Adversial Networks), to Dehaze and enhance picture quality of blurred, foggy and noisy images at the core side, with filtered views like Vintage, Sin city, Pinhole, clarity etc.
- Photos can be tagged, downloaded, with all types of ordinary effects and filters.

Segment Text part of Toxicity

- The simple yet explorable project we all know is Sentiment Classification from the text, But more importantly, need to understand that which part of the text is affecting the end results.
- The project involves the extraction of results affecting parts of the text using BERT / ROBERTA Models.

Skills

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