Abhishek Kumar

VP of Engineering

Bengaluru, Karnataka, India12 yrs 5 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Pioneered AI solutions for corporate net-zero pledges.
  • Led development of carbon estimation models.
  • Developed automated 3D Deep Learning engines for healthcare.
Stackforce AI infers this person is a Climate Technology expert with a strong focus on Deep Learning and Data Engineering.

Contact

Skills

Core Skills

Deep LearningProject ManagementData EngineeringImage Processing

Other Skills

AI SolutionsAlgorithmsC (Programming Language)C++CSSCTOCascading Style Sheets (CSS)Climate ChangeComputer ScienceConvolutional Neural Networks (CNN)Cross-functional Team LeadershipData ScienceDeep Neural Networks (DNN)Funding ApplicationsGIS Data Processing

About

At the forefront of the climate technology revolution, my tenure at Fireweed was dedicated to pioneering advanced AI solutions for corporate net-zero offset pledges. Our team at Fireweed harnessed satellite data and deep learning to enhance transparency in carbon offset projects, aiming to support the global mission of a net-zero future. Previously, as a Senior Deep Learning Engineer at Sylvera, I contributed to creating a clearer, more accountable carbon market. Key contributions included the implementation of cutting-edge deep learning algorithms and the development of robust systems to empower informed decision-making in offsetting carbon footprints. Our collective efforts were aimed at fostering confidence and ensuring a positive environmental impact.

Experience

Alt carbon

VP of Engineering

Aug 2025Present · 7 mos · Bengaluru, Karnataka, India · Hybrid

Zomato

Product and Tech

Apr 2025Jul 2025 · 3 mos · Gurugram, Haryana, India · On-site

Fireweed

Co-Founder | CTO

Jan 2024Mar 2025 · 1 yr 2 mos · London, England, United Kingdom

  • Helping corporates meet net zero offset pledges of over $130tn+.
  • We use satellite data, deep learning and on ground monitoring to create transparency and value in carbon offset projects while maintaining a superior risk profile, to meet the skyrocketing demand for corporate net-zero offset pledges.
  • Note: Had to shelve the project because we were not able to raise the funds that we needed to get the projects up and running.
CTODeep LearningManagementFunding ApplicationsMachine LearningProject Management+2

Sylvera

Senior Deep Learning Engineer

Jul 2020Jun 2023 · 2 yrs 11 mos · London, England, United Kingdom

  • Founding team member at Sylvera.
  • Led the development of carbon estimation and deep learning models for Afforestation,
  • Reforestation, and Revegetation (ARR) and Improved Forest Management (IFM) projects,
  • forming the technical backbone of the company’s early product offerings.
  • Spearheaded foundational deep learning research initiatives to support long-term scalability, while
  • building and automating data download and preprocessing pipelines for satellite and geospatial
  • datasets.
  • Designed and implemented a robust GIS data acquisition and processing system, automating
  • workflows to ensure timely and reliable data delivery across projects.
  • Helped develop one of the industry’s first 3D LiDAR-based datasets for mapping forest biomass
  • and canopy cover, enabling high-resolution forest monitoring and measurement.
Computer ScienceData ScienceImage ProcessingData EngineeringDeep Neural Networks (DNN)Deep Learning

Packt

Author: Deep Learning Projects in PyTorch

Mar 2019Oct 2019 · 7 mos

Computer ScienceData ScienceDeep Neural Networks (DNN)Deep Learning

Cvedia

Deep Learning Researcher

Oct 2018May 2020 · 1 yr 7 mos · Remote

  • My primary role was to work with the different internal teams; researching and determining feasibility of multiple prototype ideas/concepts of the synthetic data-world; while also undertaking and implementing a variety of Deep Learning and computer vision algorithms in support of business and technical objectives. Focus points:
  • Helped build and automate a state-of-the-art data generation, training, and feedback pipeline.
  • Lead (AI) and delivered different client projects.
  • Researched and implemented different algorithms and Deep networks that best suit different sensor modality.
  • Researched and implemented DNN model compression and quantization techniques.
Computer ScienceData ScienceImage ProcessingData EngineeringDeep Neural Networks (DNN)Deep Learning

Predible health

Deep Learning Engineer

May 2017Oct 2018 · 1 yr 5 mos · Bangalore, India

  • I worked on the research and development of Predible’s core Imaging platform which delivers radiology reports on web browsers. Focus Area:
  • Developed first of its kind fully automated state-of-the-art 3D Deep Learning engines for liver, tumor, and vessel segmentation.
  • Worked on MRI scans to research and develop prostate cancer detection and segmentation using Deep Learning models and computer vision techniques.
Computer ScienceData ScienceImage ProcessingDeep Neural Networks (DNN)Deep Learning

Mate labs

Intern | ML/DL Engineer

Jan 2017May 2017 · 4 mos · Bangalore

  • At Matelabs my job was to understand the AI/ML landscape globally and research new approaches in Deep Learning (DL) & Machine Learning(ML) to optimizing training time in DL architectures.
  • Also introducing hooks in various algorithms and integrating DL classification & generative architectures. I also worked on preparing tutorial/promotional materials for users.
Deep Neural Networks (DNN)Deep Learning

Handsforhelp

Cofounder and Member

Nov 2015Apr 2017 · 1 yr 5 mos · SMVDU, Katra, Jammu & Kashmir

  • At HandsForHelp we try to create a system where any member of the SMVDU ecosystem and also the needy ones is ensured proper medication. We leverage a platform to ensure every kid a safe and Carina surrounding around them. We don't wait for the mishaps sabotage a life and all because of Red Tape or delayed relief.
  • We started this mission with a group of 5 students of SMVDU and we work to achieve our motto, "Together we can, save a life"

Shri mata vaishno devi university

2 roles

Organiser Of Software Freedon Day and Github Workshop

Sep 2015Sep 2015 · 0 mo

  • Software Freedom Day is dedicated to the world of Open Source. It is a worldwide celebration of Open Source and Free Software. Being an alma mater of numerous Open Source Contributers and Supporters, SMVDU was a part of SFD 2015, which falls on 19th September this year. We expanded the celebration for almost a whole week, which started on 21st September and will end on 27th September.
  • I also organized the Github workshop and was the Speaker for the same. We had around 120 participants. The main focus of the workshop was to familiarize students with the benefits of the Github and contributing in FOSS. The workshop gone well and students learned the importance and basics of Git, VCS and Github.

Web Developer

Aug 2012May 2017 · 4 yrs 9 mos

  • My work is to create websites for Cultural and Technical festivals which includes Front End Design and Back-end Development. I have also created and managed websites for various events organised by the University.

Education

Shri Mata Vaishno Devi University

Bachelor of Technology (BTech) — Computer Science and Engineering

Jan 2013Jan 2017

Subash Public School, Giridih, Jharkhand

Senior Secondary

Jan 2010Jan 2012

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