Ayan Saha

Experience

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  Technology Students' Gymkhana, IIT Kharagpur

  May 2018 - Apr 2019

  Secretary

  •Organizing the General Championship for Case Study, Opensoftand Chemquest events.•Managing all aspects from funds to logistics for these events.•Member of Inter IIT Tech Meet 2019 management team.•Presided over subcommittee meetings as a student body representative.•Contacting corporate firms and companies for different events.

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  Computer Vision Lab, IIT Kharagpur

  May 2019 - Jun 2019

  Research Intern

  Title of Project:- Single Image Rain Removal using Deep Learning• Developed a model to remove rain streaks from rainy images, to upgrade the performance of computer vision algorithms.• Achieved a state-of-the-art performance of 0.90 SSIM with 0.92 second processing time per image.• Extracted the high-frequency detail layer of the image using Image Processing techniques to focus on the structure of rain streaks in images. • Implemented an Inception-Resnet like deep architecture using Tensorflow to learn the mapping relationships between rainy and clean image detail layers from data.LANGUAGE: PythonLIBRARIES: Tensorflow, Numpy, Matplotlib Show less

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  Proficient Vision Solutions Private Limited

  Dec 2019 - Mar 2020

  Software Engineer Intern

  • Collaborated with a team of two developers to implement a CUDA-based real-time Fog Removing Algorithm from video streams.• Designed and Developed a prototype of RESTful APIs for the service using Java Jersey.• Developed a Deep Learning based Architecture using Tensorflow for efficient semantic segmentation of Indian Road scenes.• Increased FPS of the Segmentation model by 30% to work in Real-time by developing and optimizing a C++-based implementation.Skills Utilized: C++, CUDA, Python, Java, TensorFlow, OpenCV, Computer Vision, Backend Development Show less

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  Honeywell

  Jun 2020 - Jul 2020

  Software Engineer Intern

  • Worked on a Video Conferencing App used by field technicians for remote expert assistance in Industries.• Implemented various efficient metrics to get useful insights about customers' usage patterns and resource utilization by leveraging my knowledge of Data Structure and Algorithms.• Build an API Server using Flask to serve metrics information by fetching and processing relevant data from a huge database.• Created and maintained interactive Grafana Dashboards for visualization, monitoring, and analysis of different activities.• Got a Pre-Placement Offer following the Internship to join full time.Skills Utilized: Python, Flask, SQL, JavaScript, Backend Development, Data Structure & Algorithms Show less

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  Honeywell

  Jul 2021 - Sept 2022

  Software Development Engineer

  ◦ Developed solution to onboard & deploy containerized software in virtual and physical IoT Gateways over 150+ sites ◦ Created ECDSA backed EST Server for cryptographic device certificate management to enable secure communication ◦ Rationalized open defects and reduced backlogs by 27% along with minimizing defect leakage by adhering to DoD◦ Developed dynamic components for the React UI app and implemented MSAL based authentication flow◦ Recognized with 2 Bravo Silver Awards for exceptional performance and attitude in resolving issues with urgency Show less

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  Amazon

  Sept 2022 - now

  Software Development Engineer

  ◦ Spearheaded the design and development of MultiAgent capabilities in Alexa SDK, replacing bespoke implementations to support custom Alexa Enabled Agents on 3P devices. Achieved 90% reduction in partner agent onboarding time◦ Led the creation of a high-level design and developed a Proof of Concept to seamlessly integrate Generative AI into Alexa 3P voice service, facilitating externalising partner’s services through any Alexa-powered device in a single click◦ Designed LLD for integrating Alexa SDK with 3P apps, streamlining in-app navigation using diverse and customised voice commands through Generative AI. Empowered 3P developers with effortless voicification of their app◦ Enhanced team efficiency by 40% through proactive identification and troubleshooting of development and testing bottlenecks. Introduced automation scripts, new mechanisms, and streamlined processes to optimize workflow◦ Mentored 2 new team members ensuring seamless onboarding into the team. Orchestrated weekly knowledge sharing sessions, fostering collaborative team dynamics Show less