Talk to sales Try for Free
Amit Ranjan

Amit Ranjan

AWS AI & ML Scholarship Recipient

Followers of Amit Ranjan2000 followers
location of Amit RanjanBengaluru, Karnataka, India

Connect with Amit Ranjan to Send Message

Connect

Connect with Amit Ranjan to Send Message

Connect

  • Timeline

  • About me

    AI Developer | Ex- Data Science Intern @ iNeuron.ai | AWS Advanced AI&ML Scholar'23 | AWS Deep Racer Student Finalist

  • Education

    • Udacity

      2023 - 2023
      Machine Learning Fundamentals Nanodegree Machine Learning (Advanced)

    • Udacity

      2022 - 2023
      Nanodegree Artificial Intelligence

      Completed the AI Programming with Python Nanodegree as an AWS AI/ML Scholar with mentorship from AWS and Intel.Built two projects during the program, including a CNN to classify dog breeds and an image classifier using transfer learning, with a Jupyter Notebook and command line app.Gained in-depth knowledge of AI and ML concepts, including machine learning algorithms, deep learning models, and neural networks.Developed skills in Python programming, data loading and preprocessing… Show more Completed the AI Programming with Python Nanodegree as an AWS AI/ML Scholar with mentorship from AWS and Intel.Built two projects during the program, including a CNN to classify dog breeds and an image classifier using transfer learning, with a Jupyter Notebook and command line app.Gained in-depth knowledge of AI and ML concepts, including machine learning algorithms, deep learning models, and neural networks.Developed skills in Python programming, data loading and preprocessing, model creation and training, and testing and evaluation.Improved communication and documentation skills by creating clear and concise project documentation.Overall, an invaluable learning experience that helped to develop skills as an AI/ML practitioner. Show less

    • Rajiv Gandhi Institute of Petroleum Technology (RGIPT)

      2020 - 2024
      B-Tech Computer Science and Engineering

    • Udacity

      2022 - 2022
      Nanaodegree AWS Machine Learning Foundations

      Udacity's AWS Machine Learning Foundations course is an online course that teaches students the fundamental concepts of machine learning and how to build and deploy machine learning models on the Amazon Web Services (AWS) platform. It covers supervised and unsupervised learning and uses AWS services such as Amazon SageMaker and Amazon Comprehend. Udacity also offers two other machine learning programs, DeepRacer and DeepComposer, which allow students to learn about reinforcement learning and… Show more Udacity's AWS Machine Learning Foundations course is an online course that teaches students the fundamental concepts of machine learning and how to build and deploy machine learning models on the Amazon Web Services (AWS) platform. It covers supervised and unsupervised learning and uses AWS services such as Amazon SageMaker and Amazon Comprehend. Udacity also offers two other machine learning programs, DeepRacer and DeepComposer, which allow students to learn about reinforcement learning and GANs through fun and engaging projects such as training autonomous racing cars and composing music. Show less

    • Indian Institute of Technology (Banaras Hindu University), Varanasi

      2020 - 2021
      Ceramic Sciences and Engineering

      I dropped out from the Indian Institute of Technology BHU, where I was pursuing a degree in Ceramic Engineering. After a month of studying, I realized that it was not my passion and decided to redirect my focus to computer science. I am highly motivated and eager to learn new technologies and programming languages to pursue a career in computer science. I am confident that my strong analytical and problem-solving skills will help me to excel in this field. I am currently seeking opportunities… Show more I dropped out from the Indian Institute of Technology BHU, where I was pursuing a degree in Ceramic Engineering. After a month of studying, I realized that it was not my passion and decided to redirect my focus to computer science. I am highly motivated and eager to learn new technologies and programming languages to pursue a career in computer science. I am confident that my strong analytical and problem-solving skills will help me to excel in this field. I am currently seeking opportunities to gain experience and knowledge in computer science and am open to any challenge that comes my way. Show less

  • Experience

    • Amazon Web Services (AWS)

      Oct 2022 - Oct 2023
      AWS AI & ML Scholarship Recipient

      • Successfully led and executed various machine learning projects, delivering substantial accuracy improvements in bike sharing demand prediction, handwritten digits classification, landmark Classification & tagging for social media, and developed a comprehensive ML workflow for Scones Unlimited on AWS SageMaker.• I Was among the top 10 finish-line winners in the first cohort of 1000 AWS AI and ML scholars from 80 countries , and for that, I was chosen to get a reward.

    • INeuron.ai

      Mar 2023 - Sept 2023
      Data Science Intern

      • Developed and deployed CorrSpell, a spelling correction tool, and authored comprehensive design and architecture documents, demonstrating proficiency in end to end development and documentation.• Designed user-friendly wireframes and applied innovative problem-solving skills, contributing to the success of the CorrSpell project while adhering to industry standards.

    • SarvM.AI

      Jun 2024 - now

      • Optimized a real-time text-to-speech (TTS) pipeline using model quantization and configuration tuning of the model architecture, achieving a 3x–4x speedup in inference and reducing WebSocket audio streaming latency from several seconds to 600–700ms.• Successfully fine-tuned and deployed a Whisper model on GCP for production, enabling efficient audio transcription services for real-time applications across diverse domains. Quantized the model to a lower precision for optimal performance and deployed it using NVIDIA Triton and ray serve, maximizing GPU utilization and acceleration.•Fine-tuned the Whisper Large v3 model on a custom dataset leveraging QLoRA (Quantized Low-Rank Adaptation) for efficient fine-tuning and supervised fine-tuning (SFT) to optimize transcription performance for domain-specific audio inputs, achieving improved accuracy and resource efficiency• Collaborated with cross-functional teams to integrate the system with Android and iOS apps, achieving a 20x efficiency improvement compared to LLM-based automation. Show less

      • AI Developer

        Oct 2024 - now

      • AI/ML Engineering Intern

        Jun 2024 - Oct 2024

    • Shipd

      Jul 2024 - now
      Advanced Ai data trainer

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Amit Ranjan
      Aws AI & ML Scholar Amazon Web Services Nov 2022 The AWS AI/ML Scholar program is an exclusive honors and rewards program designed to recognize and support top performers in the AWS DeepRacer Student. This program is designed to provide recognition, mentorship, and career opportunities to talented individuals who have demonstrated exceptional skill and expertise in machine learning and artificial intelligence.As an AWS AI/ML Scholar, you will have the opportunity to engage with leading experts in the field and receive personalized… Show more The AWS AI/ML Scholar program is an exclusive honors and rewards program designed to recognize and support top performers in the AWS DeepRacer Student. This program is designed to provide recognition, mentorship, and career opportunities to talented individuals who have demonstrated exceptional skill and expertise in machine learning and artificial intelligence.As an AWS AI/ML Scholar, you will have the opportunity to engage with leading experts in the field and receive personalized guidance and support to help you advance your knowledge and skills. You will also have access to a range of exclusive benefits and rewards, access to exclusive networking and learning opportunities, and the chance to receive mentorship from some of the most accomplished professionals in the industry.By joining the AWS AI/ML Scholar program, you will have the opportunity to showcase your expertise, connect with other top performers, and advance your career in the exciting field of machine learning and artificial intelligence. This program is open to all individuals who have demonstrated exceptional skill and expertise in AWS DeepRacer, and is a great opportunity for those looking to take their skills to the next level and be recognized as a top performer in the industry. Show less