Achievement 🤩

POS

About Me 🫡

I am a Machine Learning Engineer and Researcher specializing in Large Language Models and Scalable Machine Learning. I am working at Computelib, where I focus on enhancing app performance and infrastructure. Concurrently, I am delving into Quantum Machine Learning with a strong interest in Quantum Algorithms and Quantum Natural Language Processing. I have contributed to various e-commerce projects, developed microservices, and optimized machine learning models. Additionally, I have experience in Speech Recognition, Speech Synthesis, and Speech Processing. My technical skills span across Python, C++, TensorFlow, Flask, and various vector databases like ChromaDB and Pinecone. Feel free to connect with me on LinkedIn.

More about me! 💭

• 🔭 I’m currently working on Large Language Models and Scalable Machine Learning 🤖
• 👯 I’m looking to dive into robust Quantum Machine Learning. ⚡
• 💬 Ask me about food and place to find food! 🌏
• 📫 Socials: LinkedIn, 🐤, 🤗,
• 😄 Fav mathematical equation: Riemann Hypothesis

Recent Updates 🔊

• [July 2024] Scored 8 bands (CEFR Level C1) in International English Language Testing System (IELTS) Academic! 🎉
• [June 2024] Attended ACM Summer School on Generative AI for Text! 🤩 (Webiste)
• [May 2024] Section Leader at Code In Place, April - May 2024 🧑‍🏫

Recent Articles 📚

• [July 2024] Traveling Salesman Problem Using Quantum Computing (Read) in The Quantastic Journal 📔
• [July 2024] Basics of Quantum Computing for QML (Part 1 , Part 2) 📔
• [July 2024] Quantum Machine Learning for ML Engineers (Read)📔

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Research Interests 🤯

• Quantum Machine Learning: Quantum Computing, Quantum Algorithms, Quantum Machine Learning, Quantum Natural Language Processing.
• Scalable Machine Learning: Large Language Models, Model Compression, Model Pruning, Model Quantization, Model Distillation.
• Phonetics and Phonology: Speech Recognition, Speech Synthesis, Speech Processing, Speech Enhancement, Speech Analysis.

Skills 😎

• Programming: Python, C#, C++, R, Kotlin, SQL, JAVA, C
• Backend: Flask, Django, REST API
• Libraries: Pandas, Numpy, Matplotlib, Scikit-Learn, TensorFlow, LangChain
• Database: MySQL, Realtime Database (Firebase), ChromaDB, FAISS, Qdrant, Pinecone

Experience 💼

• DZap

  Artificial Intelligence Engineer
  Sept 2024 - Present | Remote

  • 📈 Developing a Efficient Graph-Based Modeling and Querying of Cross-Blockchain Token Relationships
  • 🚀 Working on Integration of LLM and Natural Language Commands to Blockchain System.

• COMPUTELIB

  Machine Learning Intern
  June 2023 - July 2024 | Remote

  • 🚀 Developing an MVC web app serving as a central gateway in a microservices infrastructure.
  • 📈 Boosted app performance, reducing processing time by 12% and increasing production uptime by 43%.
  • 🛒 Contributed to e-commerce projects involving Shopify and BigCommerce.
  • 🏗️ Designed and implemented clean architecture-based microservices with support for both gRPC and REST APIs.
  • 🔧 Developed a Flask-based LLM app, implementing JWT and security features, optimizing response times to ensure delivery within a minute.
  • 🤝 Worked with Hugging Face, Open LLM, Langchain, and various vector databases like ChromaDB, Faiss, Pinecone, Qdrant.

• WIINGY | International Tutor 🌏

  Oct 2022 - Dec 2022 | May 2023 - Present | Remote

• INDIAN KNOWLEDGE SYSTEMS (IKS), AICTE | Technical Intern

  Feb 2023 – March 2023 | Remote

  • 🎶 Worked with the Ministry of Education, Gov of INDIA on Archiving and Reviving Oral Lullabies in the Gujarati Language.
  • ⚙️ Improved user experience by optimizing the app’s Firebase code, resulting in a 23% decrease in data exchange with storage and a 12% decrease in average per-user session database download data.

• VERSEFI | Android Developer 📱

  Nov 2022 – March 2023 | Remote

Education 👨🏻‍🎓

• Indian Institute of Information Technology Vadodara
  Bachelor of Technology in Computer Science and Technology, 2020 - 2024, CGPA: 8.08/10
  
• Indian Institute of Technology Madras
  Bachelor of Science in Data Science and Application, 2021 - 2025, CGPA: 8.3/10
  Parallel Degree with BTech
  L&T TS Scholarship for Academic Excellence

Projects 💡

• BUILD YOUR OWN STORY 📚

  A platform to create interactive stories with images just by few clicks.

  • 📖 Developed an engaging story creation application using advanced language models (LLMs).
  • 🖼️ Follows a branching narrative style, offering readers choices after every 2-3 paragraphs to select their desired path.
  • 📈 Images are dynamically generated using the FLUX model, with prompts crafted by LLM for a seamless storytelling experience.

• PURRFECT-PAL 🐾

  Your Trusted Companion for Pet Care, Sitting, and Adoption.

  • 🐱 Developed a comprehensive platform to connect pet owners with reliable pet care services.
  • 📅 Implemented booking and scheduling features for pet sitting services.
  • 📈 Integrated user reviews and ratings to ensure high-quality service providers.

• AI ASSISTANT STUDYPAT 📚

  Developed a Personalized AI Assistant Study App and Web Platform.

  • 🤖 Created an AI-powered assistant to help students with personalized study plans.
  • 📝 Implemented features like note-taking, reminders, and progress tracking.
  • 🌐 Designed both a mobile app and web platform for easy accessibility.

• RE ID AND REALNESS INDEX API 🕵️

  A facial recognition API required to compare two faces.

  • 📸 Developed a robust facial recognition API to verify and compare faces.
  • 🔍 Implemented advanced algorithms to ensure high accuracy in identification.
  • 🌍 Designed to be scalable and integrable with various applications and services.

TA🛳️s and Mentor🛳️s

• Indian Institute of Information Technology Vadodara(IIITV)
  • IT:161 Computer Programming and Problem Solving, 200+ UG students, Dec 2022 to Mar 2023, with Dr. Bhupendra Kumar.
  • MA:201 Probability and Statistics, 200+ UG students, Sep 2023 to Dec 2023, with Dr. Ashish Phophalia.
  • CS/IT:308, CS:612/652, CS:8XX Machine Learning, 40+ UG and PG students, Jan to May 2024, with Dr. Jignesh S. Bhatt.
• Indian Institute of Technology Madras(IITM)
  • Mentor for Programming in Python, Aug 2022 to Sep 2022.
  • Mentor for Maths 2, Sep 2022 to Dec 2022.

Posters/Talks 🔊

• [Aug 2023] Talk on Riemann Zeta Function titled “How Mathematics can break whole cryptography and make you millionaire”, IIT Madras Maths Workshop.

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