About

Learn more about me

The All terrain Engineer 👽

Crafting the future, pixel by pixel, one digital masterpiece at a time

  • Birthday: Still Celebrating 🎉
  • Place: Earth 🌍
  • Email: myfirstnamelastname9866@gmail.com
  • Age: Floppy disks to SSDs 🤓
  • Sport: Badminton 🏸
  • Hobby: Blinking 😉
  • Favorite Food: Biryani 💖
  • I'm not a regular Engineer 🛠️
  • I studied cars, but I've got a soft spot for all things tech
  • I'm a self-taught developer, a passionate AI enthusiast, and a creative thinker
  • I build cool stuff! Period.
  • Dream big, work hard, stay focused, and surround yourself with good people

Skills

Transformers
Pytorch
Computer Vision
NLP
Tensorflow
ROS (Robotic Operating System)
Deep Learning
MLOps and Deployment

Interests

Computer vision

Large Language Models

Machine Learning

Time series forecasting

Dense Prediction Transformers

Reinforcement Learning

Diffusion Models

Neural Nets

Resume

Journey so far

Download CV

Experience

FAPS Institute FAU

Research Assistant - Digital Twin Development

  • Led the development of a comprehensive Digital Twin for a visual servoing system, enabling real-time simulation and monitoring of robotic operations.
  • Seamlessly integrated Large Language Models (LLMs) with the ROS environment, allowing natural language commands to dynamically interact with the simulated world.
  • Integrated state-of-the-art sensor data acquisition systems, enhancing the accuracy and responsiveness of the Digital Twin environment.
  • Implemented and tested advanced control algorithms, ensuring seamless communication between the physical and virtual systems for predictive maintenance and optimization.

MaD Lab FAU

Working Student ML

  • Development and optimization of advanced Machine Learning algorithms, targeting the nuanced analysis and interpretation of Inertial Measurement Unit (IMU) data for Gait Analysis
  • Implementation of robust testing frameworks and rigorous test cases, significantly elevating the technical robustness and reliability of our ML deployments
  • Authored extensive documentation and best practice guides, encapsulating the essence of our ML methodologies and coding standards
  • Link to GaitMap Open source software to leverage AI in Healthcare

Internships

Segritech

Robotics Engineer

  • Developed sophisticated Computer Vision algorithms for grading fruits by quality, employing advanced computer vision techniques for precise classification
  • Leveraged NVIDIA Jetson Nano for deploying robust computer vision applications, optimizing performance for real-time processing
  • Addressed key challenges in image acquisition and processing under varying lighting conditions, ensuring consistent and accurate fruit classification

Education

Masters in Electromobility - ACES

2023 - Present

FAU Erlangen-Nürnberg

Specializing in AI and Sustainable Mobility, I delve into developing Smarter Machines and advancing Autonomous Systems and Robotics.

Bachelors in Automobile Engineering

2018 - 2022

Osmania University

Subjects:
  • Engineering Fundamentals: Mechanics, Graphics, and Autotronics
  • Tech & Design: Programming, Computer Vision, and 3D Modelling
  • Math & Analysis: Advanced Calculus, Probability, and Statistics
  • Plus a diverse range of specialized electives and cutting-edge topics in Operations Research etc.

Open Source Contribution

CVZONE

  • Authored comprehensive documentation for the cvzone library
    significantly enhancing usability and accessibility for developers by
    providing detailed guides, examples, and best practices for
    computer vision applications.

Projects

Augment Img

A No-Code Image Augmentation Platform

  • An open-source image augmentation toolkit, enhancing datasets with advanced techniques while preserving original dimensions, using Pytorch and a simple GUI
  • 15000+ downloads
  • Link to the package

PDF Summarizer

Long Pdf's to bullet points summary

  • Advanced NLP PDF Summarizer for smart, user-friendly condensation of lengthy PDFs into bullet-point essentials, showcased for easy access on Hugging Face's Space having over 1000 users
  • Integrated advanced text processing with spaCy, enabling precise key phrase identification and summarization scalability, ensuring tailored content distillation for diverse user needs

Persona like Never before

Elonless Musk Clone

  • Developed 'Not So Elon', an innovative AI chatbot that creatively mimics Musk's visionary spirit with a humorous twist, incorporating advanced techniques like custom fine-tuning, few-shot learning and RAG on a vector database for dynamic, engaging dialogues on space exploration, futuristic tech, and everyday musings

Prompt Enhancer

Refine > Engage > Excel

  • Developed a fine-tuned model using the QLORA (Quantized Low Rank Adaptation) approach for prompt enhancement
  • Significantly improving the quality of textual prompts by optimizing for clarity, engagement, and effectiveness

SOCIAL MEDIA BOTS

Say Good Bye to Manual Posting

  • Designed a sophisticated social media bot for Twitter and Instagram
  • Leveraged LLMs and GAN models for creative content generation.
    Automated cross-platform posting and personalized tweets based on trends

Driver Monitoring System

Stay Safe or Get Rated

  • Developed a model to detect and classify traffic signs, violations and objects in real-time
  • Implemented a safety rating system for driver behavior analysis

Potholes detection and classification

Spotting before stumble

  • Pioneered a pothole detection system utilizing the cutting-edge YOLO v7 framework, revolutionizing road safety by identifying and classifying potholes based on severity in real-time
  • Enhanced road maintenance efficiency with an AI-driven approach, combining YOLO v7's precision in object detection with a novel severity classification algorithm to prioritize repair efforts

That's a bite-syzed taste of the epic tale 📜

Research Work

KFUPM

Oct 2022 - Dec 2023

Saudi Arabia

  • Contributed to a solar forecasting model utilizing time-series forecasting to predict PV panel output
  • Demonstrated a strong commitment to collaborative innovation by engaging in remote partnerships with esteemed professors from King Fahd University of Petroleum and Minerals, fostering a cross-disciplinary exchange of knowledge and expertise in renewable energy technologies

Honors & Awards

Attained complete fee reimbursement from the Government of Telangana, awarded based on outstanding academic records

Received the Student Excellence Award for consistently ranking among the top three students in the Department throughout my engineering course

Badminton Champion

Portfolio

From Thought to Reality

  • All
  • ML
  • LLM
  • Web
Image Augmentation Tool
Driver Monitoring System

PDF Summarizer

WasteSort Instance Segmentation

Virtual Game Control

PromptSmith

Object Measurer

Pothole Classification

Clonix Site

Height Detection

Advanced Facial Recognition

Social Media Bot

Persona Like Never Before

List of Life

100 Dreams, No Brakes

Travel

Life

Contact

Let's Connect

Location

Nürnberg, Deutschland

Social Profiles

Email Me

myfirstnamelastname9866@gmail.com

Call Me

Not now 👀