Summary
Overview
Work History
Education
Skills
Certification
Languages
Personal Information
Hobbies and Interests
Career Experience
Playing Sports like basketball & cricket,,Gymming,Reading about new Technologies.
Timeline
Generic
Mayank Rajput

Mayank Rajput

Gurugram

Summary

Seeking an AI/ML Engineer role to further enhance skills and contribute to cutting-edge projects.

I specialize in Machine Learning, Deep Learning, and LLM models. Proficient in Python, R, and various ML algorithms, I develop applications using tools like GPT-4 API, Google Gemini, Groq API, LLama3, Autogen, CrewAI and Langchain. My skills include data analysis, preprocessing, text classification, NLP, Computer Vision, and MLOPS tools. I bring extensive expertise in data science across diverse industries, utilizing advanced analytics and cutting-edge technology to drive business growth. My proficiency in data mining and predictive modeling helps organizations unlock their data's potential and achieve strategic goals.

Overview

2026
2026
years of professional experience
1
1
Certification

Work History

AI-Powered Research Assistant (A.K.A PRIME)

Self-employed
01.2025 - Current
  • Developed and deployed a full-stack AI Research Assistant using Next.js, integrating real-time web search (Langchain, Tavily API) and academic paper analysis
  • Engineered a Retrieval-Augmented Generation (RAG) pipeline to synthesize data from diverse sources, generating structured research summaries enriched with citations, code examples, and statistics
  • Implemented secure user authentication and data persistence using Supabase (PostgreSQL), allowing users to save and manage personalized research reports
  • Managed end-to-end deployment on Vercel, leveraging its serverless infrastructure for scalability and continuous delivery
  • https://vercel.com/mayank3354s-projects/prime/AGVX2Ec1CVHePsyUko2nnsHXf9dL

Process Associate

Handigital solution
08.2024 - 01.2025
  • In this project-based role, I contributed to the development of AI models by annotating and preparing high-quality datasets
  • My responsibilities included labeling and tagging data for chatbot models, as well as image and video models, to ensure accurate model training and performance
  • This work involved close attention to detail and a strong understanding of AI and ML processes, ensuring that the data met stringent quality standards for successful model deployment
  • Played a crucial role as Process Associate in AI model development project
  • Annotated and prepared data for training of AI models, ensuring accuracy and efficiency
  • Contributed to the continuous improvement of AI models through meticulous data analysis
  • Demonstrated excellent project management skills, delivering high-quality work within strict deadlines
  • Collaborated with cross-functional teams to optimize processes and enhance overall project outcomes

LLM From Scratch

Self-employed
02.2024 - 01.2025
  • Build a small architecture of a LLM like (GPT/llama) from scratch with 19 million parameters with 7 heads layers
  • Helped a lot in understanding the underlying architecture of frontier models I also build the alignment/(fine-tuning for better results) process afterwards
  • https://github.com/mayank3354/llm_from_scratch

TextSummarizer fine tuned with samsum dataset

Self-employed
10.2024 - 11.2024
  • Build full workflow from data ingestion to transformation, training and evaluation pipeline used GitHub actions for CI-CD contained in a docker container Fast api for training and inferencing
  • Deployment on EC2 instance of AWS
  • https://github.com/mayank3354/TextSummarizer

ML Developer

Uniconverge Technologies Pvt Ltd
01.2024 - 02.2024
  • Given Training to the college students of the Upcoming trends in AI and How to use AI in excel and data analysis what are the future trends of AI and how they have to choose their career in AI
  • Expertise in Machine Learning and AI development, with a strong foundation in excel and data analysis
  • Proven track record of training college students on the latest trends in AI and how to effectively use AI in excel
  • Passionate about staying updated with the latest advancements in technology and implementing them for real-world solutions

END to END Machine Learning Project With CI/CD Pipelines With Exception and Logging Standard and Deployment

Self-employed
03.2023 - 05.2023
  • Implemented a full-fledged machine learning application with data pipelines predicting the score of a student with a simple UI, exception handling, and logging standard
  • Used GitHub for version control

Automated Newsletter Creation with Multi-Agent System (Crew AI & Langchain)

  • Developed an innovative Newsletter Generation App utilizing multiple agents through Crew AI and Langchain
  • The app automates the creation of customized newsletters by leveraging advanced natural language processing and machine learning techniques
  • Key features include: Multi-Agent Coordination: Integrated Crew AI and Langchain to manage multiple agents for content generation, ensuring cohesive and relevant newsletters
  • Automated Content Creation: Utilized GPT-4 for generating high-quality articles and personalized content tailored to user preferences
  • Data Analysis and Preprocessing: Implemented robust data analysis and preprocessing pipelines to refine input data, enhancing the accuracy and relevance of generated content
  • User-Friendly Interface: Designed an intuitive user interface for seamless interaction, allowing users to easily generate, edit, and distribute newsletters

Conversational Q&A Chatbot with Google Gemini API and Enhanced Memory Management

  • Developed a Q&A chatbot leveraging Google Gemini API, featuring chat history and memory management for seamless and context-aware interactions
  • This project highlights the use of advanced NLP to enhance user experience and ensure accurate, relevant responses over extended conversations

Advanced PDF Interaction Chatbot with Langchain & Google Gemini Pro (RAG Stack)

  • Developed a sophisticated Chatbot application that allows users to upload multiple PDF documents and ask questions about their contents
  • This RAG Stack app integrates Langchain and Google Gemini Pro, utilizing the following features: Multi-PDF Upload and Query: Enables users to interact with multiple PDF documents simultaneously, facilitating comprehensive data retrieval and analysis
  • Vectorstore Integration: Implemented FAISS-based vectorstore within Langchain to efficiently index and retrieve document information
  • Enhanced User Experience: Designed for seamless user interaction, improving engagement and productivity through accurate and relevant information retrieval

AI-Driven Blog Post Generation SaaS Platform

10.2024
  • Developed 'BlogStandard,' a production-ready SaaS platform that integrates cutting-edge AI to deliver SEO-optimized blog post generation
  • Key technical details: Language Model: Utilized Google's Gemini 1.5 API for content generation and SEO metadata in JSON format
  • Authentication: Implemented secure user login and management using Auth0
  • Database: Employed MongoDB for scalable and flexible NoSQL data storage
  • Payment Integration: Incorporated Stripe API to handle token-based payment systems for users
  • Front-end Framework: Built using Next.js (Pages Router) for responsive and fast web application architecture
  • Styling: Leveraged Tailwind CSS for modern and responsive UI design
  • Backend Processing: Developed server-side logic for blog generation and metadata management using Next.js API routes
  • AI Functionalities: Token-based generation of markdown-formatted blogs
  • Dynamic generation of SEO metadata (title and meta description)

Education

Bachelor of Science (B.Sc) - Data Science And Analytics

Sharda University
Greater Noida, India
07.2023

Senior Secondary (XII), Science - Science

R.R. Morarka Public School (CBSE Board)
Najibabad ,Uttar Pradesh,India
05.2018

Skills

  • LLM models
  • AI agents
  • Lang Chain
  • Prompt Engineering
  • Google cloud
  • Next JS
  • Mongo DB
  • SQL
  • Tailwind CSS
  • NodeJS
  • Excel
  • HTML
  • AWS cloud
  • Javascript
  • Python
  • Github
  • C
  • Linux
  • Data preprocessing
  • Supervised learning
  • Reinforcement learning
  • Computer vision
  • Algorithms and DSA
  • Machine learning

Certification

  • Generative AI with Large Language Models, Coursera, https://www.coursera.org/account/accomplishments/certificate/68XRAWZ6J7NE
  • Google Data Analytics Professional Degree, Coursera, https://www.coursera.org/account/accomplishments/certificate/U3YV7L6N6VJ
  • Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning(deeplearning.ai),https://www.coursera.org/account/accomplishments/certificate/CXB5QS2P4BYP
  • Natural Language Processing in TensorFlow(deeplearning.ai) Coursera,https://www.coursera.org/account/accomplishments/certificate/CARBBV7WDZBA
  • Convolutional Neural Networks in TensorFlow(deeplearning.ai) Coursera,https://www.coursera.org/account/accomplishments/certificate/3H5CRREKY2R4

Languages

English
Hindi

Personal Information

Date of Birth: 05/22/99

Hobbies and Interests

  • Gymming
  • Playing cricket
  • Playing basketball
  • Reading about new technologies

Career Experience

  • Process Associate, Handigital Solution, Bangalore, Karnataka, 08/01/24, 01/31/25, Contributed to the development of AI models by annotating and preparing high-quality datasets., Annotated and prepared data for training of AI models, ensuring accuracy and efficiency., Contributed to the continuous improvement of AI models through meticulous data analysis., Demonstrated excellent project management skills, delivering high-quality work within strict deadlines., Collaborated with cross-functional teams to optimize processes and enhance overall project outcomes.
  • ML Developer Intern, Uniconverge Technologies Pvt Ltd, Noida, Uttar Pradesh, 01/01/24, 02/29/24, Provided training to college students on upcoming trends in AI and how to use AI in Excel and data analysis., Expertise in Machine Learning and AI development, with a strong foundation in Excel and data analysis., Proven track record of training college students on the latest trends in AI.

Playing Sports like basketball & cricket,,Gymming,Reading about new Technologies.

I Won the best player trophy in cricket at my school time ,played basketball at my University ,gymming is about to make my body fit.

Timeline

AI-Powered Research Assistant (A.K.A PRIME)

Self-employed
01.2025 - Current

TextSummarizer fine tuned with samsum dataset

Self-employed
10.2024 - 11.2024

AI-Driven Blog Post Generation SaaS Platform

10.2024

Process Associate

Handigital solution
08.2024 - 01.2025

LLM From Scratch

Self-employed
02.2024 - 01.2025

ML Developer

Uniconverge Technologies Pvt Ltd
01.2024 - 02.2024

END to END Machine Learning Project With CI/CD Pipelines With Exception and Logging Standard and Deployment

Self-employed
03.2023 - 05.2023

Automated Newsletter Creation with Multi-Agent System (Crew AI & Langchain)

Conversational Q&A Chatbot with Google Gemini API and Enhanced Memory Management

Advanced PDF Interaction Chatbot with Langchain & Google Gemini Pro (RAG Stack)

Bachelor of Science (B.Sc) - Data Science And Analytics

Sharda University

Senior Secondary (XII), Science - Science

R.R. Morarka Public School (CBSE Board)

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Mayank Rajput