Umang Bansal - AI/ML Engineer

Umang Bansal

AI and robotics enthusiast, exploring neural tech and crafting intelligent systems for the future.

umangbansal32@gmail.com

About

I'm an AI/ML Engineer and Robotics enthusiast with a focus on neural interfaces and intelligent systems. Currently pursuing B.Tech in Computer Science at VIT Bhopal.

What I'm Working On

2025

Reinforcement Learning

Currently studying reinforcement learning fundamentals and deep learning through Sutton's book and deep learning lectures.

  • Reading "Reinforcement Learning: An Introduction" by Sutton & Barto
  • Following deep learning lectures to strengthen theoretical foundations
  • Creating interactive visualizations to understand core RL concepts
  • Planning to implement RL algorithms for practical applications
RL Deep Learning Theory

Work Experience

February 2025

GenAI Developer – Stealth SaaS Project

Remote

  • Developed a multi-modal RAG system for a SaaS meeting assistant, enabling semantic search and context-aware responses across PPTs, graphs, tables, and images using LLMs and vector databases
  • Built an agenda-tracking module to align live transcriptions with meeting objectives, improving real-time topic detection
  • Designed pre-meeting automation flows including topic extraction, FAQ generation, and brainstorming agents
RAG LLM Vector Databases Multi-modal AI NLP

Education

2021 — 2025

Bachelor of Technology in Computer Science

Vellore Institute of Technology, Bhopal

CGPA: 8.82/10

2021

Senior Secondary Education

Tagore International School

Percentage: 85%

2019

Secondary Education

Tagore International School

Percentage: 91%

Skills

AI/ML

PyTorch TensorFlow Scikit-learn LangChain ML/DL NLP Computer Vision

Programming

Python Java HTML/CSS

Tools & Technologies

Git Docker Brain-Computer Interface Robotics SQL Arduino Raspberry Pi

Featured Projects

VOID-AI

NLP GenAI LLM Voice AI Memory Systems Dec 2024 - Mar 2025

Developed a next-gen voice-controlled AI assistant with personalized memory systems and multi-agent capabilities.

  • Built a hierarchical memory system with episodic, semantic, and procedural memory layers
  • Implemented real-time voice processing using Whisper STT and Kokoro TTS
  • Integrated multiple services including Spotify, Notion, Gmail, and Google Calendar
  • Developed an anti-procrastination system with contextual reminders
  • Planning to implement reinforcement learning and deep learning algorithms for enhanced personalization and task optimization

SyncTew: Brain-Computer Interface

Signal Processing Keras BioAmp EEG Oct-Dec 2023

Mind-controlled gaming interface using BCI technology with real-time EEG data acquisition.

  • Real-time EEG data acquisition using Bio Amp chip
  • Classification of attention and relaxation brain states
  • Interactive game control system based on neural signals

Customer Segmentation

Machine Learning Data Analysis Clustering Dec 2023

Interactive dashboard for retail data analysis with RFM analysis and clustering algorithms.

  • Implemented RFM analysis for customer behavior insights
  • Developed clustering algorithms for effective segmentation
  • Created interactive visualizations using Plotly

Crypto Price Predictor

LSTM Neural Networks Time Series Oct 2023

Cryptocurrency price prediction using LSTM neural networks with 53% directional accuracy.

  • LSTM neural networks for time series forecasting
  • Comparative analysis of multiple ML models
  • Custom data preprocessing pipeline for financial data

SwastikOrganics E-commerce

PHP Apache MySQL HTML/CSS 2024

Designed and developed an e-commerce platform for natural wellness products.

  • Responsive design optimized for all devices
  • Integrated payment gateway and order tracking
  • Customer account management and product recommendations

InfoSynth

mini project Groq SerpAPI Streamlit 2024

Developed an automated information extraction tool for data processing.

  • Seamless integration with CSV files and Google Sheets
  • Implemented Groq LLM for efficient information synthesis
  • Integrated SerpAPI for accurate web search capabilities

AI-Powered Gimbal

Computer Vision C++ PID Control Hardware Dec 2022

Built a self-balancing camera gimbal system with AI tracking.

  • Arduino-controlled PID algorithms for stabilization
  • AI-powered object detection for target tracking
  • Advanced kinematics for precise camera movement

HealthBot

LangChain LLM API Integration Sept 2023

Developed an intelligent health information chatbot with WhatsApp integration.

  • Integration with Twilio for WhatsApp interface
  • Implementation of GPT-3.5/Gemini-flash model for responses
  • Real-time disease information retrieval through web scraping

Certifications & Achievements

Google Cloud Digital Leader Certification

Google Cloud

2024

Data Science Externship

Company Name

Dec 2023

Project-based certification in customer segmentation and data visualization

Deep Learning Specialization

Coursera - DeepLearning.AI

2023

Comprehensive deep learning course covering CNNs, RNNs, and optimization techniques