Nitin Nilesh

AI Researcher

Bengaluru, Karnataka, India10 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Computer Vision and Generative AI.
  • Developed real-time air quality monitoring system.
  • Led sports analysis framework for live badminton games.
Stackforce AI infers this person is a skilled professional in Environmental Technology and Sports Technology with a focus on AI and Machine Learning.

Contact

Skills

Core Skills

Generative AiComputational PhotographyMachine LearningComputer Vision

Other Skills

ML opsImage Signal Processor (ISP)Camera CalibrationGitVideo AnalyticsDeep LearningInternet of Things (IoT)Machine Learning on GraphsData ScienceData StructuresSQLOperating SystemsDatabasesCC++

About

I am working as an applied scientist II at Amazon where I work with Prime Video Compression Effeciency Research team. Previously, I worked as a generative AI tech lead at Harman where I collaborate with IQVIA to develop healthcare solutions. Before that, I was working as a camera modelling engineer at Qualcomm multimedia team where I was responsible for managing end-to-end Image Signal Processor (ISP) pipelines. I also interned with the Amazon India Machine Learning team, collaborating with exceptional individuals on projects involving Graph Neural Networks. My research interests encompass various domains, including Computer Vision, Computational Photography, Generative AI, Environmental Sensing (Air Pollution Monitoring), Machine Learning, and the Internet of Things (IoT). I have completed MS by Research from IIIT Hyderabad where I was advised by Prof. Sachin Chaudhari. I broadly worked in the area of ML/DL based IoT to monitor the air pollution based on the traffic on roads. Our team successfully deployed this work on the road of Hyderabad to detect the Air Quality Index in real-time. Previously, I was advised by Prof. C.V. Jawahar where I worked on sports analysis focusing mainly on Badminton. The work included player localization (for both singles and doubles matches), shots played by players and their overall mobility (player's speed on the court, distance covered by players etc.). The framework was deployed on live games at Premier Badminton League (PBL) for real-time analysis. To know more about me, visit my webpage -https://nitinnilesh.github.io

Experience

10 yrs
Total Experience
2 yrs 7 mos
Average Tenure
1 yr 5 mos
Current Experience

Amazon

Applied Scientist II

Jan 2025Present · 1 yr 5 mos · Bengaluru, Karnataka, India · On-site

Harman international

Generative AI Tech Lead

Feb 2024Jan 2025 · 11 mos · Bengaluru, Karnataka, India · On-site

  • Working with IQVIA to develop healthcare solutions.
Generative AIML ops

Qualcomm

Camera Algorithm Modeling Framework Engineer

Sep 2021Nov 2023 · 2 yrs 2 mos · Bengaluru, Karnataka, India · On-site

  • At Qualcomm, my role entails overseeing the entire imaging pipeline, which spans from the initial sensor input to the production of the final image. This involves the implementation and management of crucial camera techniques like filtering, sharpening, denoising, compression, and other essential processes to enhance the overall image quality and optimize the imaging experience for end-users.
Computational PhotographyImage Signal Processor (ISP)Camera Calibration

Amazon

Applied Scientist Intern

Jul 2020Jan 2021 · 6 mos · Bengaluru, Karnataka, India

  • Worked on graph based convolution networks (GCN, GAT) to detect fraudulent customers and orders.
  • Modelled attention mechanism on heterogeneous (k-partite) graph across different edge types to perform node (customer/order) classification.

Talentsprint

Mentor

Sep 2018Sep 2021 · 3 yrs · Hyderabad Area, India · On-site

  • I worked as a part-time mentor at AI-ML course offered by Talent Sprint in collaboration with IIIT Hyderabad. I taught machine learning and deep learning concepts to the industry professionals.

Iiit hyderabad

Research Scholar

Jul 2017Jul 2023 · 6 yrs · Hyderabad, Telangana, India · On-site

GitMachine LearningVideo AnalyticsComputer VisionDeep LearningInternet of Things (IoT)

Cognizant

Programmer Analyst

Dec 2015Apr 2017 · 1 yr 4 mos · Pune Area, India

Machine Learning on GraphsMachine Learning

Education

International Institute of Information Technology Hyderabad (IIITH)

Master of Science - MS — Computer Science

Jul 2017Jul 2023

Institute of Engineering & Management, Kolkata

Bachelor of Technology (B.Tech.) — Computer Science Engineering

Jan 2012Jan 2015

Government Polytechnic, Dumka

Diploma — Information Technology

Jan 2008Jan 2011

Stackforce found 100+ more professionals with Generative Ai & Computational Photography

Explore similar profiles based on matching skills and experience