Chirav Dave

Author Image

Tech Lead at A10 Networks.

As a Tech Lead, I led a dynamic team of 4 members, overseeing and orchestrating various technical projects. My role involves not only managing the team but also actively engaging in the critical stages of project development. I specialize in conducting Proof of Concepts (POCs) to validate technological feasibility and efficiency. Additionally, I contribute significantly to system design, aligning technical solutions with the specific requirements presented by product owners.
Previously, I was a Research Engineer at DiDi Labs where I architected & implemented a Graph-Based Neural Network to forecast the heading direction of pedestrians within a scene to aid our car's decision-making process. Boosted the model's efficiency from 65% to 72%.

Python

80%

MySQL/DynamoDB

70%

LLMs

50%

what i did.

Machine / Deep Learning

Built smart autonomous agents using deep learning tools and AI planning

  • Robot Perception
  • Task Planning

Teaching Assistant

Grader & Teaching Assistant for the course CSE 571: Artificial Intelligence

  • Developed assignments in ROS and Gazebo
  • Developed auto-graders for homeworks & assignments
  • Helped undergrads with AI concepts

recent work.

Here's some of my recent work

  • all
  • deep learning
  • ai
Roblocks

Roblocks: An Educational System for AI Planning and Reasoning

Automated Car Parking Detection

Automated Car Parking Detection

3D Object Reconstruction

3D Object Reconstruction

Visual Servoing

Visual Servoing

DCGAN

MNIST DCGAN

Pix2Pix(CGAN)

Pix2Pix(CGAN)

CycleGAN

CycleGAN

Image Segmentation

Image Segmentation

AI Search

AI Search using ROS & Gazebo

Others

# Title Links
1 Voice controlled music player Youtube
2 Ping Pong game using Game Trees Youtube Github

contact me.

Feel Free to Contact

my location:

Pune, India

email address:

davechirav@yahoo.com