Aryan Agarwal

Business Analyst

Hyderabad, Telangana, India8 yrs 6 mos experience

Most Likely To Switch

Key Highlights

Expert in Machine Learning and Computer Vision.
Developed unified software for diverse camera systems.
Strong background in algorithm optimization and performance analysis.

Stackforce AI infers this person is a Machine Learning Engineer with a focus on Computer Vision and Software Development.

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Skills

Core Skills

Machine LearningComputer Vision

Other Skills

AlgorithmsBashC (Programming Language)C++CSS3CythonData StructuresDeep LearningFinancial AnalysisGitHTML5JavaScriptLaTeXLinuxMatlab

About

I am enthusiastic about Math, ML and Software Development. I like to develop algorithms and find optimised solutions to real world problems. I am always looking for great opportunities.

Experience

8 yrs 6 mos

Total Experience

1 yr 4 mos

Average Tenure

2 yrs 5 mos

Current Experience

Graviton research capital llp

Quantitative Analyst

Dec 2023 – Present · 2 yrs 5 mos · Gurugram, Haryana, India

Dreamvu inc.

2 roles

SDE (ML)

Jul 2022 – Dec 2023 · 1 yr 5 mos · Hyderabad, Telangana, India

Ported the whole software package to latest linux version.
Developed a single software package for all types of DreamVu cameras by creating new modules, their test cases and integrating individual camera-based software packages. This project allowed the customers to work on multiple camera types using a single software package.
Enhanced the performance and quality of the SDK by porting existing Python modules to C++, porting text files to YML files, improving implementation and handling crashes in new scenarios.
Integrated a new API using multi-threading and benchmarked it for different modes.
Captured datasets and analysed NeRF algorithms for DreamVu cameras.
Worked on understanding and optimising the TSDF Pointcloud algorithm for NVIDIA GPU on NVIDIA edge devices.

C++Python (Programming Language)Machine LearningComputer Vision

Software Intern

May 2021 – Aug 2021 · 3 mos

Created Python wrappers for C++ APIs using Cython to interact with the DreamVu PAL camera.
Developed an application that streamed images captured by the DreamVu PAL camera to the server, computed point cloud using ROS on the server and streamed the point cloud back from the server over 5G network developed by Verizon in NewLab warehouse, USA.
Improved performance of existing deeplearning pytorch models used for person detection, depth computation, etc. using TensorRT in C++.

Ukrainian catholic university

ML student at Lviv Data Science Summer School 2020

Jul 2020 – Jul 2020 · 0 mo

E-cell, iiit hyderabad

2 roles

Social Media Team Head

Promoted

May 2020 – May 2021 · 1 yr · Hyderabad, Telangana, India

Social Media and Marketing Team member

Jan 2020 – Apr 2020 · 3 mos · Hyderabad, Telangana, India

Computer systems group, iiit-h

Undergraduate Student Researcher

May 2020 – Apr 2022 · 1 yr 11 mos

Analysed performance of popular image filters like emboss filter, unsharp filter and LoG filter on FPGA (AWS EC2 f1.2x large) where the performance was improved using various optimisations like loop unrolling, increasing kernels, sliding window based convolution, etc. The project can be found here https://github.com/worldinmyfist/Accelerating-2D-image-filters-on-AWS-FPGAs.