Open to opportunities

Amit Ranjan

@amitranjan1

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AI/ML Developer focused on innovative solutions and automation.

India

Message

What I'm looking for

I seek a dynamic role in AI/ML where I can innovate and grow, contributing to impactful projects while enhancing my skills in a collaborative environment.

I am an AI/ML Developer with a strong foundation in computer science and engineering, currently working on cutting-edge projects that leverage artificial intelligence to enhance customer service experiences. My recent work involves building an AI-driven customer service calling agent that integrates advanced technologies like speech-to-text and text-to-speech, achieving significant improvements in efficiency and accuracy.

Throughout my career, I have successfully optimized real-time systems and developed robust APIs, ensuring seamless integration and security for various applications. My experience includes internships where I honed my skills in data science and machine learning, leading to the development of innovative tools like CorrSpell, a spelling correction application. I am passionate about continuous learning and have been recognized as a top performer in various AI and ML initiatives.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Developer

Current

Sarvm.ai

Oct 2024 - Present (8 months)

Currently building an AI-driven customer-service calling agent using a Retrieval-Augmented Generation (RAG) framework, integrating speech-to-text, large language model, and text-to-speech components to enable end-to-end automated client interactions. Optimized a real-time text-to-speech (TTS) pipeline using model quantization and configuration tuning, achieving a 3x–4x speedup in inference and red

Retrieval Augmented Generation (RAG)Text To Speech Large Language Models Model Quantization

AI/ML Engineering Intern

Sarvm.ai

Jun 2024 - Oct 2024 (4 months)

Generated synthetic audio data for various Indian language accents to enhance speech recognition training datasets. Developed APIs to integrate advanced speech recognition functionalities into existing systems with security certificate for each user to access the API.

Speech Recognition API Development Data Generation Secure Certificates Python Machine Learning

Data Science Intern

iNeuron.ai

Mar 2023 - Sep 2023 (6 months)

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.

Documentation Design Wireframing Problem Solving Industry Standards

Education

Degrees, certifications, and relevant coursework

Rajiv Gandhi Institute of Petroleum Technology

Bachelor of Technology, Computer Science and Engineering

Grade: 7.81 CPI

Pursued a Bachelor of Technology in Computer Science and Engineering, achieving a CPI of 7.81. Focused on core computer science principles and their applications.

Udacity

Nanodegree, Machine Learning Fundamentals

Completed the Machine Learning Fundamentals Nanodegree from Udacity, gaining expertise in foundational machine learning concepts and techniques.

Udacity

Nanodegree, AI Programming with Python

Completed the AI Programming with Python Nanodegree from Udacity, focusing on developing AI applications using Python.

IIT Varanasi

IIT-JEE Advanced, Ceramic Engineering

Qualified for the IIT-JEE Advanced 2020, ranking in the top 1.65%. Briefly studied Ceramic Engineering at IIT Varanasi before dropping out to pursue Computer Science.