MONUMISHRA
Building AI/ML Solutions · RAG · AI Automation · Deep Learning · Real-time Systems
AI/ML engineer focused on building practical real-world solutions using machine learning, NLP, deep learning and generative AI.
About
I'm an AI & Machine Learning Engineer with a foundation built through a BCA and a strong, self-driven focus on data science, deep learning, and NLP.
I focus on building practical AI solutions using Python, TensorFlow, PyTorch, and modern tools — while continuously learning advanced concepts like RAG and AI agents.
My project work spans retrieval-augmented generation, NLP applications, and computer-vision based deep learning models, built end-to-end from data processing to deployment.
Tech Stack
Education
AI Engineer Program
Datamites · In Progress
- 10-month program (6 months training + 4 months project/internship) covering Python, Statistics, Machine Learning, Deep Learning, NLP, and Generative & Agentic AI.
- 400+ learning hours completed; currently in the project/internship phase.
Bachelor of Computer Applications (BCA)
Pragnya Degree College, Hyderabad · Result pending
- Built a foundation in programming, data structures, and computer science fundamentals.
- Independently focused on machine learning, deep learning, and generative AI alongside coursework.
No professional experience listed yet — actively seeking AI/ML internship opportunities.
Projects
RAG-Based Document Analyser
A privacy-focused Retrieval-Augmented Generation app that lets users upload PDFs and ask natural-language questions — running entirely on local models (Llama 3 via Ollama) with no external LLM API, so sensitive documents never leave the machine. Automatically flags deadlines, risks, and legal obligations in uploaded documents.
AI Interviewer + Career Assessment Platform
An AI-powered mock interview platform that analyzes an uploaded resume and generates interview questions targeted to the candidate's specific skills and projects, adapting difficulty based on performance. Scores answers across technical accuracy, communication clarity, and project knowledge — for both typed and voice responses via Whisper speech-to-text.