AI / ML Engineer · Mumbai, India

PRANJAL
AMBWANI

Building intelligent systems — RAG pipelines, LLM applications, and NLP automation — that solve real-world problems at scale.

GenAINLPRAGTransformersLLMsPython

View Projects → Get In Touch

0Projects

0Internships

0Certifications

pranjal.py

from intelligence import Engineer me = Engineer( name="Pranjal Ambwani", focus=["GenAI","RAG","LLMs"], open_to_work=True )

Status: Open to Opportunities

01 / About

Who I Am

I'm an AI & ML Engineer focused on building intelligent systems that solve real-world problems — from RAG pipelines to LLM-powered applications.

Currently pursuing M.Tech in Artificial Intelligence at NMIMS Mumbai (76.86%). I enjoy learning by building — turning ideas into working AI products rather than staying in theory. My work spans Generative AI, NLP automation, document intelligence, and predictive analytics.

I've interned at Ernst & Young (EY) where I built sales forecasting systems and analytics dashboards, and at BeyonData Solutions where I designed end-to-end RAG pipelines and GenAI document intelligence apps.

🎓M.Tech AI · NMIMS Mumbai

📍Mumbai, India

💼Open to Full-time & Internship

🌐English · Hindi · Gujarati

🏙️Mumbai · Ahmedabad · Pune · Bangalore

✈️Willing to Relocate

pranjal@ai:~$

$ whoami

Pranjal Ambwani — AI/ML Engineer

$ cat interests.txt

GenAI · NLP · RAG · LLMs · MLOps

$ cat education.txt

M.Tech AI · NMIMS Mumbai · 76.86% B.E CE · LDRP Gandhinagar · 74.40%

$ echo $STATUS

Open to Work ✓ Relocate ✓

$ ▌

02 / Skills

Stack & Expertise

🐍PythonCore Language

💬LLMsGenerative AI

🔍RAG PipelinesRetrieval AI

🤗HuggingFaceTransformers

⛓️LangChainAI Orchestration

🌲PineconeVector DB

🤖Machine LearningScikit-learn

🔥PyTorchDeep Learning

📊StreamlitApp Deployment

⚡FastAPIBackend

🐳DockerContainers

☁️Oracle OCICloud · 5× Certified

03 / Experience

Work History

AI / ML Intern — Digital Transformation

Ernst & Young (EY) · HR Analytics & Salary Intelligence

May – Aug 2025 · Remote / Hyderabad

Shipped an AI-Powered Salary Prediction & Analytics platform on Oracle Cloud — trained XGBoost and Linear Regression models on 6 features (job title, experience, location, education, industry, certifications) to predict annual salaries with RMSE and R² evaluation
Built a full OCI-native architecture: model training in OCI Data Science (JupyterLab), FastAPI/Flask backend on OCI Compute, data in Oracle Autonomous DB, deployed via OCI API Gateway
Designed real-time salary analytics dashboards — trend analysis by region & industry, salary percentiles, peer benchmarking, and time-based progression graphs; built on Streamlit and Oracle Visual Builder
Ran end-to-end sales forecasting pipelines — preprocessing raw business data, feature engineering, Linear Regression modelling, and evaluation using MAE, RMSE, R²
Presented insights to stakeholders and cut manual reporting time by surfacing role-vs-location salary gaps through feature importance visualisation

OCI Data ScienceXGBoostOracle Autonomous DBFastAPIStreamlitPythonScikit-learnPredictive Analytics

AI / ML Trainee

BeyonData Solutions Pvt. Ltd.

Dec 2024 – Apr 2025 · Ahmedabad

Built a production Tender Bot — scraped live government tenders, chunked and embedded documents into Pinecone, then wired up a HuggingFace LLM so clients could ask plain-English questions and get cited answers instantly
Designed end-to-end RAG pipelines for a Legal Help Desk AI — LangChain orchestration, PDF extraction, embedding generation, and Pinecone retrieval for document Q&A at enterprise scale
Built a Gujarati news article extractor from scratch — BeautifulSoup scraping, OCR for multilingual text, feeding clean structured data into downstream NLP workflows
Shipped interactive Seaborn analytics dashboards for business stakeholders; backed by MongoDB and PostgreSQL for persistent, fast-access storage
Owned the full deployment cycle — containerisation, environment configs, and keeping Streamlit apps live for client demos without dropping a beat

RAGHuggingFacePineconeLangChainStreamlitMongoDBPostgreSQLBeautifulSoup

04 / Projects

What I've Built

SmartWorkAI — LLM Task Management

Intelligent task management platform using LLMs and RAG architecture. Hybrid HuggingFace Transformers + SVM pipeline to decompose complex tasks into actionable sub-tasks with 90%+ accuracy. Real-time Streamlit dashboard with performance analytics.

LLMsRAGPineconeHuggingFaceSVMStreamlit

Cyber Threat Intelligence Automation

Automated CTI pipeline using SecureBERT-NER to extract IoCs, malware signatures, threat actors and attack patterns from PDF reports. Knowledge Graph via igraph for entity correlation. Improved extraction accuracy by 25%.

SecureBERTNERKnowledge GraphigraphPython

Sales Prediction Web App

Interactive sales forecasting app using Linear Regression pipeline. Users upload CSV datasets, get automatic preprocessing, real-time Actual vs Predicted visualizations, R² performance metrics, and downloadable prediction results. Built during EY internship.

PythonScikit-learnStreamlitLinear RegressionPandas

Gujarat Newspaper AI Scraper

OCR-based automated pipeline scraping 500+ Gujarati news articles. Advanced NLP preprocessing with NLTK for keyword frequency analysis and topic trend detection. Outputs structured JSON/CSV datasets ready for ML workflows.

BeautifulSoupOCRNLTKPythonStreamlit

05 / Certifications

11 Credentials

☁️

Oracle

OCI Generative AI Professional

📊

Oracle

OCI Data Science Professional

🔍

Oracle

OCI AI Vector Search Professional

🤖

Oracle

OCI AI Foundations Associate

🌐

Oracle

OCI Foundations Associate

💙

Microsoft

Azure AI Fundamentals

💡

IBM

Artificial Intelligence Fundamentals

🐍

Cisco Networking Academy

Python Essentials 1

📈

NPTEL

Python for Data Science

🎓

Accenture

Digital Course on Artificial Intelligence

⚙️

Acmegrade

ML Training & Internship Program

06 / GitHub

Open Source

PranjalAmbwani1305

AI & ML Engineer · GenAI · NLP · RAG

— Repos — Followers — Following

View Profile →

07 / Contact

Get In Touch

Open to AI/ML roles, GenAI projects, and meaningful collaborations.

Whether you have a full-time role, an internship, or just want to talk AI — I'd love to connect. Actively looking in Ahmedabad, Mumbai, Pune, Bangalore, or remote.

📧

Emailpramb2003@gmail.com

💼

LinkedInpranjal-ambwani-644066230

🐙

GitHubPranjalAmbwani1305

📱

Phone+91 74360 77888