Aman Agrawal

Co-Founder

Bengaluru, Karnataka, India4 yrs 11 mos experience
Highly StableAI Enabled

Key Highlights

  • Achieved 0% user identification error rate at Microsoft.
  • Generated $62M in additional revenue at Amazon.
  • Accelerated customer onboarding by 25% through user validation.
Stackforce AI infers this person is a Cloud Computing and E-commerce expert with strong Machine Learning capabilities.

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Skills

Core Skills

Cloud TechnologiesMachine LearningData ScienceSystems DesignData Quality

Other Skills

API DevelopmentAWS LambdaAWS SageMakerAgile EnvironmentAlgorithmsAmazon Web Services (AWS)Android DevelopmentAndroid StudioApplication DevelopmentArtificial Intelligence (AI)Back-End Web DevelopmentCC++CLICascading Style Sheets (CSS)

About

I'm a software engineer dedicated to transforming complex technological challenges into impactful, scalable solutions. With expertise spanning machine learning, cloud technologies, and data-driven systems, I excel at delivering innovations that create tangible business value. At Microsoft, I have focused on enhancing cloud security, addressing vulnerabilities, and driving system reliability. My initiatives optimized the database layer to achieve a 0% user identification error rate, improved data ingestion SLAs by 25% through workflow rearchitecture, and implemented platform-level user validation features that accelerated customer onboarding by 25%. Previously at Amazon, I contributed significantly to the Search Quality and Performance Advertising teams. I designed a product clustering framework that reduced search sparsity by 100 basis points, in revenue in Arabic markets. My work on a keyword search experimentation pipeline enhanced synonym matching, generating $62M in additional revenue. I also developed a machine learning-driven query ranking engine that increased search result accuracy by 350 basis points. Currently, I am pursuing a Master’s in Computer Science at Georgia Tech, building on a Bachelor’s in Computer Science Engineering from KIIT University.

Experience

4 yrs 11 mos
Total Experience
1 yr 7 mos
Average Tenure
--
Current Experience

Matrikar technologies llp

Founding Partner

Dec 2025Present · 6 mos · Bengaluru, Karnataka, India · Remote

Kotak mahindra bank

Senior Software Engineer

May 2025Dec 2025 · 7 mos · Bengaluru, Karnataka, India · Hybrid

Microsoft

Software Engineer

Jan 2024Mar 2025 · 1 yr 2 mos · Noida, Uttar Pradesh, India · On-site

Cloud SecuritySystem ReliabilityDatabase OptimizationUser ValidationCloud TechnologiesMachine Learning

Amazon

3 roles

SDE II

Promoted

Oct 2022Sep 2023 · 11 mos

Product Clustering FrameworkKeyword Search ExperimentationMachine Learning Query RankingMachine LearningData Science

SDE I

Promoted

Jul 2020Oct 2022 · 2 yrs 3 mos

  • Currently working on facilitating and improving search results for traffic in secondary languages i.e non-english languages such as Hindi, Arabic, Spanish, French, German, Japanese etc using high-end NLP based multilingual models.
  • Prior to this, I worked in the Advertisement team contributing to an ETL pipeline and data warehousing. Worked on its Data Quality platform to ensure the data remained of high quality to be consumed by clients at Amazon.
Systems DesignComputer Science

SDE Intern

Jun 2019Jun 2020 · 1 yr

  • Worked in Amazon's India-ML team on developing a platform to derive valuable insights from customer reviews. Apart from being a typical sentiment analyser, the tool identified customer sentiment based on ratings as well as sentiment analysis from their reviews using AWS Comprehend and brought about features/aspects that could help in the improvement of product quality.
Systems DesignComputer ScienceData Quality

Ritusha consultants pvt ltd

Lead Intern

Jun 2018Jul 2018 · 1 mo · Patna Area, India

  • Acted as a trainer for Android, PHP, Python with a batch size of 20-30 pre-final year engineering students each.
Systems DesignComputer ScienceMachine Learning

Education

Georgia Institute of Technology

Master of Science - MS — Computer Science

Jan 2024Jan 2027

Kalinga Institute of Industrial Technology, Bhubaneswar

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

Jan 2016Jan 2020

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