Rooma Siddiqui

What I offer

Services

Focused on delivering real value — whether you need an AI assistant, an automation system, or a production-ready backend.

AI Chatbot Development

Custom AI chatbots for customer support, education, or productivity — using RAG, LangChain, and fine-tuned LLMs with persistent memory.

LangChainRAGOpenAINLP

Workflow Automation

End-to-end automation pipelines — from meeting transcription to social media posting, Excel processing, and multi-step AI workflows with n8n.

n8nPythonHeyGenAPIs

ML & Data Modelling

Custom machine learning models for classification, forecasting, and time series analysis — from prototype to production-ready deployment.

PyTorchLSTMScikit-LearnTensorFlow

Backend & API Development

Scalable REST APIs and backend services with FastAPI, Django, or Flask — with AI integration, clean architecture, and full deployment.

FastAPIDjangoFlaskREST

Technical Skills

What I work with

Machine Learning & Deep Learning

Scikit-LearnTensorFlowKerasPyTorchLSTM

NLP & AI Frameworks

Hugging FaceLangChainRAGTransformers

AI Automation & Gen AI

n8nHeyGenVoiceflowOpenAI API

Web Development

FlaskFastAPIDjangoStreamlitHTML5CSS3

Data & Web Scraping

Power BIExcelBeautifulSoupSeleniumPandas

Tools & Workflow

PythonGitGitHubNotionDocker

What I've built

Projects

MentorAIze

Build and share your own AI mentor in minutes. Upload documents, notes, and video transcripts to train a chatbot with a personality tailored to your audience, then publish a link so anyone can chat with it.

AI · Chatbot · RAG · SaaS

QuietLog

Reads your server logs, explains each error in plain English with AI, and pings your on-call dev on Telegram. The same error 500 times becomes one alert, not 500. One-line install, an interactive Telegram bot you can ask about your logs, and a live error dashboard.

Python · FastAPI · Mistral · Telegram Bot · Agentic AI

BU Study Assistant

Adds AI study tools and a CGPA calculator directly into CMS and LMS. Pick any lecture file, tap a button, and get instant flashcards, a clean summary, a cheat sheet, a practice quiz, or an AI chat tutor — no copy-pasting, no switching tabs.

Chrome Extension · JavaScript · AI · LLM

Demand Forecaster

AI-powered sales forecasting app that predicts future monthly demand using LSTM, SARIMA, and Holt-Winters models. Compares accuracy via backtesting (MAPE & RMSE) so businesses can pick the best approach — all through an interactive Streamlit interface.

Python · TensorFlow · LSTM · Streamlit · Scikit-learn

MANA & SPELL

Browser-based AR filter engine using real-time hand-landmark tracking and body segmentation to detect gestures and drive a custom Canvas particle system with synthesized audio. Fully client-side, privacy-first.

MediaPipe · Computer Vision · Canvas 2D · Web Audio API

AI Video & Social Media Automation

End-to-end workflow for AI-generated video creation with HeyGen and cross-platform social media publishing via n8n.

n8n · HeyGen · Automation · API

Auto Pitch Deck Video

Upload a PPTX and get back a HeyGen avatar video with an AI-written pitch script based on your slide content.

n8n · HeyGen · OpenAI · PPTX

Meeting Transcription & Notion

Automated meeting transcription pipeline with AI-generated summaries and direct integration into Notion and Google Sheets.

n8n · Whisper · Notion · Google Sheets

AI-Powered Chatbots

Intelligent chatbots across customer support, education, and productivity — context-aware with custom knowledge bases and persistent memory.

LangChain · Python · NLP · RAG

+More on the way

Where I've worked

Experience

Python Developer

Zelektra

Aug 2024 — Present

–Handle end-to-end development from backend and API integrations to deployment
–Ensure solutions are reliable, scalable, and production-ready

AI Development Intern

GuruGroups

Jan — Jun 2025

–Built LSTM-based deep learning models for time series data analysis
–Developed backend with Django, integrating AI-powered apps and REST APIs

Freelance Developer

Self-employed

Dec 2024 — Present

–Automation scripts, AI model development, and data processing including Excel automation
–End-to-end chatbot and workflow automation for international clients