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Monish-Nallagondalla/README.md

Hi, I'm Monish Nallagondalla Srinath 👋

AI Product Leader & System Architect

Associate Tech Consultant at Ernst & Young LLP (EY)
Bengaluru, India • 4+ Years Experience Across India & United Kingdom

LinkedIn GitHub Email Location

"The solution to enterprise AI failure isn't more prompt engineering. It is deterministic DB-first memory, small specialized models, and strict human-in-the-loop approval boundaries."

⚡ Executive Summary

AI Product Leader and System Architect with 4+ years of cross-functional experience delivering enterprise AI solutions, multi-agent orchestration systems, and distributed data pipelines:

  • Associate Tech Consultant at EY (Big 4): Emerging Technologies service line, delivering AI-powered consumer mobile applications, user flows, and support assistants.
  • AI Product Leadership: Led end-to-end product definitions, PRDs, user flows, Agile sprint delivery, and OKR tracking for high-trust AI systems.
  • Academic Foundation: M.Sc. in Data Science from Coventry University (United Kingdom) & B.E. in Mechanical Engineering from Visvesvaraya Technological University (India).

🛠️ Technical Mastery & Core Stack

Multi-Agent Systems   │ CrewAI, LangGraph, Microsoft AutoGen, Agno, Cyclical State Machines, Task Routing
Generative AI & RAG   │ LangChain, FAISS, ChromaDB, sqlite-vec, HuggingFace Transformers, Prompt Engineering
Data & MLOps          │ Apache PySpark, Apache Airflow, PostgreSQL, DVC, MLflow, Docker, Kubernetes
Deep Learning & CV    │ PyTorch, TensorFlow, Keras, YOLOv5, OpenCV, RNN / LSTM, NLP Summarization
Full-Stack Product    │ TypeScript, Next.js, FastAPI, Python, Streamlit, TailwindCSS, REST APIs, Shopify, Razorpay
Analytics & BI        │ Tableau, Power BI, Advanced SQL, Customer Segmentation (K-Means), Predictive Analytics
Product Management    │ PRDs, BRDs, Jira, Linear, Scrum Sprints, OKRs/KPIs, Miro, Figma Wireframing

🚀 Flagship Proof-of-Work Repositories

Repository Tech Stack Architecture & System Purpose
⚡ Nirixa Python, SQLite, Vector Search, FTS5 Open-source local-first AI Chief of Staff & Thought Architecture framework with 3-track evaluation suite.
💼 interview_ai Next.js, TypeScript, Multi-Agent AI Enterprise bench-to-billable acceleration platform with adaptive mock interviews and analytics.
🚗 ServiGO TypeScript, Next.js, TailwindCSS AI-enabled doorstep automotive servicing platform featuring customer, partner, and admin portals.
📜 claimcraft-ai Python, FastAPI, RAG, Governance Human-in-the-loop AI workspace for patent claim refinement, explainability, and version control.
🤖 Autogen_DSA_Solver Python, AutoGen, Multi-Agent Collaborative multi-agent reasoning system benchmarking complex algorithmic problem solving.
☁️ aws-crewai-compliance Python, CrewAI, AWS Cloud Multi-agent cloud compliance auditing and regulatory governance workflows on AWS.
📊 PySpark Big Data PySpark, Python, Big Data Large-scale distributed data processing, ETL pipelines, and business intelligence analytics.
🚀 NASA APOD ETL Apache Airflow, PostgreSQL, Docker Automated data engineering pipeline extracting NASA APIs into PostgreSQL via Airflow.

🎓 Education & Professional Certifications

  • M.Sc. Data Science — Coventry University, United Kingdom (2021 – 2022)
  • B.E. Mechanical Engineering — Visvesvaraya Technological University, India (2015 – 2019)
  • Certifications:
    • GenAI with LangChain & HuggingFace (Udemy 55h)
    • End-to-End MLOps Bootcamp (Udemy 55h)
    • Data Science Masters Pro (iNeuron 155h)
    • Harvard CS50 HTML & JavaScript
    • Python FastAPI Development
    • SQL Data Analyst & Data Engineer (DataCamp)
    • IELTS Band 7

📫 Let's connect & build: LinkedIn • Email • GitHub

Pinned Loading

  1. Ai_Blog_generation Ai_Blog_generation Public

    Serverless LLM blog post generation application with dynamic keyword injection and length tuning.

    Python 1

  2. CNN_Classifier CNN_Classifier Public

    Deep Convolutional Neural Network (CNN) image classification pipeline with data augmentation and model evaluation.

    Jupyter Notebook 1

  3. Ai_Recruit_Assist Ai_Recruit_Assist Public

    Streamlit web application for AI-powered resume matching, candidate skill gap analysis, and JD alignment.

    Python

  4. Ai_Tool_SearchEngine Ai_Tool_SearchEngine Public

    Conversational search and retrieval agent interfacing live web search APIs and document vector indices.

    Jupyter Notebook

  5. NASA-APOD-ETL_Airflow_Postgres NASA-APOD-ETL_Airflow_Postgres Public

    Automated data engineering pipeline extracting NASA APOD API data, orchestrated via Apache Airflow into PostgreSQL.

    Python

  6. NLP_TextSummarizer NLP_TextSummarizer Public

    End-to-end NLP text summarization pipeline utilizing transformer models and abstractive summarization techniques.

    Jupyter Notebook