Akshay Dilip Kumar

I'm a

About

I am a passionate machine learning engineer and computer vision specialist with a bachelor's degree in Electrical and Electronics Engineering. I have industry experience developing and deploying deep learning solutions for real-world problems. As a hands-on engineer, I have worked on a diverse range of projects - from building ML models to creating interactive web applications using TensorFlow.js. I enjoy the process of taking an idea from conception to launch using my expertise in MLops and modern web development frameworks.

Machine Learning Engineer.

I am currently working as a full time Machine Learning engineer at a company based in japan.

Some of my highlighted projects include:

  1. A Classification model builder on web that can capture train and classify objects on the web. Built using Tensorflow.js with a vanilla Javascript and bootstrap front-end.
  2. A Darts key point detection system capable of mapping landing point of a dart on a dart board for automatic scoring . Developed and optimized for edge devices by conversion into ONNX format.
  3. An Image segmentation website that helps detect and determine the dimension (Length) of farm animals using PCA. Deployed on web using Tensorflow.js.
  4. Enhanced an Automatic Number Plate Detection model by narrowing object detection scope, optimizing neural network architecture, and compiling for fast inference - improving accuracy from 96% to 99.5% and reducing latency from 250ms to 5.6ms per image.

Skills

Some Languages and technologies I am familiar with:

Python80%
C75%
C++ 75%
Javascript 60%
HTML / CSS 60%
Tensorflow / Pytorch / Keras 60%
Git / GitHub 75%
Image Processing 60%
Docker 50%
Linux60%

Resume

Education

B.tech in Electrical and Electronics Engineering

2018 - 2022
Grade: 9.2/10

Reva University, Bangalore, India

I have graduated of B.tech in Electrical and Electronics engineering from Reva University and have an aggregate CGPA of 9.2/10.

11th & 12th

2016 - 2018
Grade: 80%

St.Josephs Pre University College, Bangalore, India

I completed my 11th and 12th grade in PCMB (Physics, Chemistry, Maths, Biology) stream from St.Josephs Pre University College with an overall score of 80 Percentage.

High School

2004 - 2016
Grade: 89%

Acts Secondary School, Bangalore, India

I completed my schooling from Acts Secondary School and have cleared the ICSE (Indian Certificate of Secondary Education) examination with a score of 89.3 Percentage.

Internships

Robotics Intern (supported by IIT Bombay, e-Yantra Project)

Drona Automation

Bangalore, India

  • Learnt about the basics of arduino, arduino programming and different Sensors, Relays, Actuators and many more.
  • Rigged up small circuits for controlling various external devices using arduino micro controller.
  • Developed an Obstacle avoidance robot using different sensors we learnt about during the internship.
  • Participated in the final robotics competition hosted on the last day of the event with my team and successfully completed the internship.

Trainee Engineer

Rennova Solution

Bangalore, India

  • Assembly of pesticide controllers using Solenoid valves for agricultural application.
  • Helped with research and designing of of an AC ammeter using a current transformer for measuring current.
  • Worked in the testing of small circuits and observing outputs for different input voltages.

30 Days of GCP

Developer Students Club (REVA)

Bangalore, India

  • Learnt about cloud and got hands-on practice using the Google Cloud Platform - the tool that powers apps like Google Search, Gmail and YouTube.
  • Practiced concepts like computing, application development, big data & machine learning using cloud.
  • Successfully completed the one month long intensive program and received the certificate of completion.

Graphic Design Intern

Unicorn Digital Solutions

Bangalore, India

  • Developed designs for numerous marketing programs (logos, brochures,info graphics, presentations and advertisements).
  • Managed multiple projects and tasks at a given time while under pressure.
  • Recommended and consulted with clients on the most appropriate graphic design.
  • Created and worked on multiple designs, posters and proposals for the client.

Projects

Some Projects and Competitions I worked on.

LLM Based Text to SQL APP

I Developed an application empowering anyone to effortlessly extract insights from databases. Effortlessly translate your questions into accurate SQL queries, even with complex conditions and nesting. Powered by: Google AI's Gemini LLM

Recommendation System

I Developed a two recommendation systems for Books and Movies using different recommendation algorithms such as Collaborative-filtering-Based, Popularity based and content based.

Car Price Predictor

I built a car price predictor app that can be used to predict the selling price of used cars using the Random Forest Regressor.

Beatbox Website

I had developed a website for beatboxing using the CSS and HTML skills I acquired in the web development workshop conducted by IEEE-SB (Reva University) and won first place in the competition.

Chat Jet

I had developed a chatting application for Private chatting and Group chatting using Java as the main programming language using Android Studio IDE and Firebase to store and retrieve the data from the user.

ArtPark Robotics Competitiion

I worked on developing the hardware stack of a robotics project in developing a Janitor robot for the ARTPARK Robotics Competition hosted by Indian Institute of Science(IISc),Bangalore and our team had qualified the proposal submission round and had been placed among the top 29 teams in India.

Contact

For more information You can contact me here.