Summary
Overview
Work History
Education
Skills
Publications
Certification
Languages
Disclaimer
Timeline
Generic

Aatithya Hitkar

Ahmedabad

Summary

To work for an organization that provides me the opportunity to improve my skills and knowledge to grow along with the organization's objective.

Overview

5
5
years of professional experience
1
1
Certification

Work History

Lead Machine Learning Engineer

Pragnakalp Techlabs
Ahmedabad
07.2023 - Current
  • MusicGen To create music based on the given prompt, this project uses Meta's MusicGen model to generate music.
  • ImageGen Built an intricate system to fine-tune the stable-diffusion model and generate personalized images for each user.
  • Postify (postify.ai) To generate social media posts for your LinkedIn, Facebook, and Instagram in a moment just by providing an image and a little description.
  • DocSaar (docsaar.com) To automate resume and document parsing. This project aimed to extract vital information from documents and resumes.
  • MachineWrites (machinewrites.com) To facilitate the generation, paraphrasing, and summarization of text.

Sr Machine Learning Engineer

Pragnakalp Techlabs
Ahmedabad
07.2021 - 07.2023
  • Weather Chatbot using ChatGPT , To provide weather information from live data and CSV Developed a weather and hurricane data chatbot, optimizing performance and ensuring real-time updates. Streamlined API and CSV integration for efficiency and contributed to codebase documentation.
  • Question Generation System , Question generation using T5 Fine-tuned the T5 model using the Amazon question/answer dataset, enabling the generation of questions from any given paragraph. This application proves beneficial for educators, allowing them to effortlessly create questions based on the provided text.
  • Text Paraphrasing , Paraphrasing with T5, BART. For this project, we tried BART and T5 model for paraphrasing. We finetuned both models with simple-transformers. We got better results using BART after fine-tuning.
  • Text Summarization , Text Summarization with T5, BART. Fine-tuned both models on datasets such as cnn_dailymail and gigaword for summarization. Achieved superior results using BART.
  • Text Classification , Classifying the text. Implemented text classification for categorizing text based on content, utilizing OpenAI's CLIP model for embedding. Employed XGBoost for classification, effectively assigning texts to relevant categories, such as sports.
  • Restaurant chatbot , To book a table, get food delivered. Developed a chatbot for order processing, table bookings, and various tasks. Enabled intuitive ordering by prompting users with questions for specific details, such as burger type, toppings, and cheese preferences. Additionally, integrated payment processing functionality into the bot.
  • Named Entity Detection using BERT Fine-tuned the BERT model on CoNLL and OntoNotes datasets to perform entity detection within sentences. Developed an API for integration and deployed it on a server for efficient utilization.
  • Text generation with GPT2 Fine-tuned the GPT-2 model on diverse datasets including news, sports, and mythology. Successfully deployed the tuned model on a server for efficient utilization.

Jr Machine Learning Engineer

Pragnakalp Techlabs
Ahmedabad
07.2019 - 07.2021
  • Implemented robust error handling and logging mechanisms within machine learning pipelines, ensuring swift identification of issues and minimizing downtime.
  • Evaluated third-party tools and libraries for potential integration into internal projects based on compatibility with existing infrastructure and performance benchmarks.

Education

Master of Technology - Web Technology -

Department of Computer Science(Rollwala)

Master of Computer Application -

L D college of engineering

Skills

  • Python, Flask, API Development
  • ML/LLM Model deployment
  • Generative AI
  • LLM models
  • Pretrained Models
  • Cloud(Google, AWS, Azure)
  • ML models

Publications

Multilingual Author Profiling on Short Message Services (SMS)

Research paper: https://www.jetir.org/papers/JETIR1806920.pdf

Certification

High Performance Computing (IIT Roorkee)

Languages

  • English
  • Hindi
  • Gujarati

Disclaimer

I hereby declare that all the information above given is to my best of knowledge. For any misguidance i will be solely responsible.

Timeline

Lead Machine Learning Engineer

Pragnakalp Techlabs
07.2023 - Current

Sr Machine Learning Engineer

Pragnakalp Techlabs
07.2021 - 07.2023

Jr Machine Learning Engineer

Pragnakalp Techlabs
07.2019 - 07.2021

Master of Technology - Web Technology -

Department of Computer Science(Rollwala)

Master of Computer Application -

L D college of engineering

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