Summary
Overview
Work History
Education
Skills
Projects
Timeline

Raj Prajapati

Ahmedabad

Summary

I am a highly motivated professional with over 2.5 years of experience, actively seeking an opportunity to embark on a highly rewarding career path within a nurturing work environment. My goal is to effectively apply my skills and knowledge to contribute significantly to the growth of the organization.

Overview

3
3
years of professional experience

Work History

Machine Learning Engineer

fxis.ai
Ahmedabad
12.2021 - Current
  • Make machine learning programs that match what clients want.
  • Test and use the right machine learning tools and methods
  • Study, change, and use data science and data analysis experiments.
  • Check how well machine learning ideas can solve problems and rank them.

Education

Bachelor of Engineering - Information Technology

Sal College of Engineering, Ahmedabad, GJ
07-2022

Diploma in Engineering - Information Technology

Government Polytechnic Gandhinagar, Gandhinagar, GJ
02-2019

Skills

  • Python
  • Machine Learning
  • Deep Learning
  • Generative ai
  • Langchain
  • Open AI
  • LLM
  • RAG
  • NLP
  • NLTK
  • Data Analytics
  • Keras
  • Scraping
  • Selenium
  • BeautifulSoup
  • Git
  • Mysql
  • Django

Projects

Product Image Generation

  • fine-tuned a Stable Diffusion model using the LORA technique on a dataset of 300 images to generate high-quality, realistic product images.
  • In addition to the LORA technique, I utilized various extensions and tools to enhance and refine the images, ensuring they meet the desired level of realism and visual appeal.
  • This comprehensive approach allowed me to achieve a consistent and professional look across all product images.
  • Technologies: Python, stable diffusion(stabilityai (SDXL)), AWS EC2 instance, OpenCV, Lora (Low rank adaption technique), Stable diffusion webui(A111)

Ai Video Automation

  • In this project the client want to replace the video content with same person and same voice.
  • For that we used voice clone model for clone the person voice and used wav2lip model to sync the new sentence that user wants to be replace.
  • Fine-tune a XTTS2 voice cloaning model on custom voice dataset to clone any persons voice. got the fine-tune model reference from the coqui TTS github.
  • Technologies: Python, Pandas, playht(voice clone module), XTTS2, wav2lip(lip sync), docker

Ai Tutor

  • A website that serves as a Python language tutor utilizing OpenAI and Langchain, allowing users to learn Python from the basic.
  • Created an automated interview platform called AITutor, where users can conduct interviews tailored to their own resumes and our job descriptions. This platform utilizes OpenAI and Langchain technologies.
  • Technologies: OpenAI, Langchain, Python, Djang4, SQL, Git, AWS

Eye Disease

  • In this project, my primary responsibility on the machine learning side involved finetuning a model capable of classifying four stages of diabetic conditions from retinal images. I managed and processed the eye image dataset, implementing a variety of preprocessing techniques to improve model accuracy.
  • Technologies: Python, Pandas, Deep Learning, Neural Networks, exploratory data analysis(EDA), Image preprocessing, cv2

Hashtag Analyser

  • In this project, I utilized Selenium and BeautifulSoup and graphql to scrape post data from Instagram for hashtag analysis. I stored the collected data in a CSV file and implemented the backend service using Django. Additionally, I conducted data processing and feature engineering, creating various charts to visualize the analyzed data.
  • Technologies: Python, Selenium, BeautifulSoup, selenium-wire, Pandas, Numpy, matplotlib, plotly, Django

Timeline

Machine Learning Engineer - fxis.ai
12.2021 - Current
Sal College of Engineering - Bachelor of Engineering, Information Technology
Government Polytechnic Gandhinagar - Diploma in Engineering, Information Technology

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