Hello,
I'm Anushkaa Ambuj
AI & IoT Enthusiast | Full-Stack Developer | Data Scientist | Problem Solver
Building innovative solutions at the intersection of AI and Web technologies.
About Me
Anushkaa Ambuj

Student @ IIT Jodhpur

B.Tech in Engineering Science (CS+EE)

SDE Intern @ Johnson Controls | Ex-ML Intern @ Capgemini and @ IBM Research | Computer Science | Machine Learning | IoT

Experience

Skills

Education

download Download My CV

  • Jun - Aug 2024

    Software Developer Intern – Johnson Controls

    • Designed and built an end-to-end system enabling non-technical users to query enterprise databases using natural language.
    • Leveraged LLMs for semantic parsing and implemented Few-Shot Learning to improve SQL generation accuracy based on custom schemas.
    • Developed a responsive Angular 18 UI integrated with Django REST APIs for real-time query execution and results display.
    • Eliminated developer dependency for data retrieval by business stakeholders, streamlining access and boosting productivity.

  • Dec 2022

    Data Science Intern – Capgemini

    • Optimized sales forecasting and inventory management for a grocery retail client using time-series models.
    • Analyzed historical sales, promotions, and product data; engineered features and implemented ARIMA, XGBoost, and LSTM models.
    • Improved prediction accuracy by 28.9%, reducing RMSLE from 0.45 to 0.32.
    • Delivered a 15% reduction in overstocking and a 10% decrease in stockouts, directly improving operational efficiency and customer satisfaction.

  • Oct 2023 – Oct 2024

    Department Secretary – BDS, IIT Jodhpur

    • Launched ‘Portfolio Prism’ & ‘PeerSphere’ initiatives.
    • Managed event planning, budget allocation, and logistics.
    • Acted as faculty-student liaison; led a team of 6 to run department outreach.

  • Languages

    C/C++, Python, SQL, HTML, CSS, JavaScript, TypeScript, Java, R

  • Frameworks

    React, Angular18, Django, Flask, Node.js, Bootstrap

  • Databases

    MySQL, MongoDB

  • Libraries

    TensorFlow, Keras, Scikit-Learn, NumPy, Pandas, Matplotlib, Seaborn, OpenCV

  • Tools

    Git, GitHub, Docker, Kubernetes, Postman, VS Code, Kaggle, Google Colab, Anaconda3, Tableau, Kerberos

  • Cloud Platforms & Operating Systems

    Azure, Linux

  • 2025

    Indian Institute of Technology, Jodhpur

    B.Tech in Engineering Science (CS + EE)
    CGPA: 7.71 / 10

  • 2021

    Narayana Junior College

    Class 12 – Percentage: 98%

  • 2019

    Vikas The Concept School

    Class 10 – Percentage: 94.8%

My Projects
A collection of my most significant work spanning Web development, AI integration, and IoT solutions.

ChatDB: Text-To-SQL System

A full-stack, LLM-powered interface that enables users to query RDBMS databases effortlessly using plain English.

Angular 18 Django LLM Few-Shot Learning

REMify: Non-Invasive Sleep Stage Monitoring

An IoT and ML-based system that classifies sleep stages non-invasively using physiological sensor data and real-time data visualization.

IoT Raspberry Pi Flask MongoDB

Knowledge Distillation of Chest X-rays

Lightweight CNN models for chest X-ray diagnosis built using hierarchical knowledge distillation on medical image datasets.

PyTorch OpenCV NIH Dataset

Smart Home Database & Visualization

A MongoDB-backed data pipeline and interactive Tableau dashboards for smart home automation and real-time decision-making.

MongoDB SQL Tableau
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My Expertise
Web Devlopment

Crafting responsive, user-friendly web applications with modern front-end and back-end technologies to create seamless digital experiences.

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Machine Learning

Designing intelligent systems that learn from data to solve complex problems, from prediction to automation, using advanced algorithms and models.

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Data Science

Transforming raw data into actionable insights through data analysis, visualization, and statistical modeling to drive informed decisions.

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Programming & Data Structures

Expertise in coding and algorithmic problem solving using fundamental data structures and optimized algorithms.

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Database Management Systems

Designing and optimizing relational and NoSQL databases for efficient data storage, retrieval, and integrity.

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Internet of Things (IoT)

Connecting smart devices and sensors to enable automation and real-time data exchange in diverse applications.

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My Tech Stack
The technologies, frameworks, and tools I work with to build robust and scalable applications.

Languages

C/C++
Python
SQL
Java
R

Frontend

HTML
CSS
JavaScript
Angular
TypeScript
Bootstrap

Backend

Django
Flask
FastAPI
Node.js

Databases

MySQL
MongoDB
PostgresSQL
Redis
Neo4j

AI & ML

PyTorch
TensorFlow
Keras
Scikit-Learn
OpenCV

Data Science

NumPy
Pandas
Matplotlib
Seaborn
Tableau

Devops & Cloud

Docker
Kubernetes
Azure
Git
Kerberos

Tools

VS Code
Anaconda3
GitHub
Postman
Selenium
Linux
My Publications & Articles
Dive into my world of research, insights, and technical writing. Click below to explore my latest publications.
Get In Touch

Contact Information

Feel free to reach out to me through any of these channels

Email
anushkaa.iitj@gmail.com
ambuj.1@iitj.ac.in
Location
Hyderabad, Telangana, India

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