Hi, I’m Monish Nallagondalla Srinath, a Data Scientist & AI Engineer with 4+ years of experience building real-world ML, GenAI, and MLOps systems across India 🇮🇳 and the UK 🇬🇧.
I enjoy turning messy data into scalable, production-ready AI solutions — from classical ML and deep learning to LLMs, RAG pipelines, and autonomous agents. I’m especially excited about GenAI systems that actually work in production, not just demos.
💡 What I work on
End-to-end ML & GenAI pipelines
LLM applications (LangChain, LangGraph, CrewAI, RAG, Agents)
MLOps & deployment (Docker, MLflow, Airflow, CI/CD, Cloud)
NLP, Computer Vision, Predictive Modeling
🎯 What drives me
Solving meaningful problems at scale
Experimentation + clean engineering
Mentoring and simplifying complex AI concepts (mentored 20+ learners)
📦 On this GitHub
You’ll find 60+ projects ranging from ML fundamentals to production-grade GenAI systems, covering:
ML & Deep Learning
LLM-powered applications
Data Engineering & MLOps
Automation & AI agents
Always learning, always building — and occasionally breaking things to understand them better 😄
- Bangalore , India
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18:23
(UTC +05:30) - www.applyai.today
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Ai_Blog_generation
Ai_Blog_generation PublicA serverless application that generates 200-word blogs using Amazon Bedrock's LLaMA 2 model, triggered via API Gateway, and saves output to S3. Tested with Postman, monitored with CloudWatch.
Python 1
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CNN_Classifier
CNN_Classifier PublicThis project focuses on building an end-to-end system for classifying chicken diseases using Convolutional Neural Networks (CNNs). The model is trained to distinguish between healthy chickens and t…
Jupyter Notebook 1
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Ai_Recruit_Assist
Ai_Recruit_Assist PublicAi_Recruit_Assist is a Streamlit-based web application designed to streamline the candidate screening process for recruiters. It extracts candidate information (name and email) from resumes (PDFs),…
Python
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Ai_Tool_SearchEngine
Ai_Tool_SearchEngine PublicA conversational search chatbot built with Streamlit and LangChain, using Groq's Llama3-8b-8192 model to answer queries by searching Arxiv, Wikipedia, and DuckDuckGo, with chat history support for …
Jupyter Notebook
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NASA-APOD-ETL_Airflow_Postgres
NASA-APOD-ETL_Airflow_Postgres PublicThis project implements an ETL (Extract, Transform, Load) pipeline using Apache Airflow to fetch data from NASA's Astronomy Picture of the Day (APOD) API, transform it, and load it into a PostgreSQ…
Python
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NLP_TextSummarizer
NLP_TextSummarizer PublicNLP_TextSummarizer is a machine learning project for text summarization using a pre-trained Pegasus model from Hugging Face. The project implements an end-to-end NLP pipeline, including data ingest…
Jupyter Notebook
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