Aryan Gupta

Software Engineer

Pune, Maharashtra, India3 yrs 11 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Accelerated DLRM model training by 30%.
Published tutorials on recommender systems.
Trained professionals in AI and Deep Learning.

Stackforce AI infers this person is a Deep Learning and AI specialist with experience in software development.

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Skills

Core Skills

Amazon Web Services (aws)JavaAngularDeep LearningMachine Learning

Other Skills

AWS LambdaAmazon Relational Database Service (RDS)Amazon S3Amazon SQSAnalytical SkillsAndroid DevelopmentArtificial Intelligence (AI)Business DevelopmentC (Programming Language)Client Follow-upCloud ComputingConvolutional Neural Networks (CNN)Data StructuresGPU accelerated Recommender System modelsGit

Experience

3 yrs 11 mos

Total Experience

3 yrs 11 mos

Average Tenure

3 yrs 11 mos

Current Experience

Siemens digital industries software

3 roles

Associate Software Developer

Dec 2023 – Present · 2 yrs 6 mos · Pune, Maharashtra, India

Amazon Web Services (AWS)JavaSpringBootRedisAmazon Relational Database Service (RDS)Git

Graduate Trainee Engineer

Jul 2022 – Dec 2023 · 1 yr 5 mos · Pune, Maharashtra, India

AngularSpringBoot

Software Intern

Feb 2022 – Jun 2022 · 4 mos · Pune, Maharashtra, India

Nvidia

Deep Learning Intern

May 2021 – Jan 2022 · 8 mos · Bengaluru, Karnataka, India (Remote)

Worked with GPU accelerated Recommender System models and Merlin Toolkits.
1. NVTabular: Feature Engineering
2. HugeCTR: Training and Development of Recommender System models
3. Triton Inference Server (TensorRT): Deployment of optimized models
KEY ACHIEVEMENTS:
1. Accelerated the training time around 30% for the DLRM model w.r.t repository stats.
2. Produced suitable hyperparameters for novel architectures in the RecSys domain.
3. Published 3 tutorial blogs for "End-to-End Recommender Systems Pipeline Implementation with Merlin".
4. Pull request added to TODOs for next version release of NVIDIA NVTabular GitHub Repository.
5. Added Training scripts for popular architectures in the RecSys domain in the initiated Pull Request.
6. NVIDIA DLI Certifications for Deep Learning Fundamentals Competency.

GPU accelerated Recommender System modelsNVTabularHugeCTRTriton Inference Server (TensorRT)Deep LearningMachine Learning

Alphabet techsolutions

2 roles

Deep Learning Trainer

Feb 2021 – Apr 2021 · 2 mos

Training professionals in the Artificial Intelligence and Deep Learning domain.
Hands-on project delivery, over digital platform.
Areas: Neural Networks, CNN, Forward/Backward Propagation, sklearn, NumPy, Pandas, Transformers.

Machine Learning Trainer

Feb 2021 – Mar 2021 · 1 mo

Tata communications

Deep Learning Intern

Sep 2020 – Mar 2021 · 6 mos · Mumbai, Maharashtra, India

Working in the field of Computer Vision, RNNs, Data Science at Corporate Venturing and Innovation Group, Tata Communications. Predicting Cloud Failure on Google Cluster Traces data.
Worked on building a compact Face-Mask Detection model with low latency. The proposed model outperforms VGG-16, MobilenetV2 architectures.

The robotics forum, vit pune

3 roles

ML Developer

Aug 2020 – Sep 2020 · 1 mo

Summer Intern

Jul 2020 – Aug 2020 · 1 mo

Administrator

Jun 2020 – Aug 2020 · 2 mos

Indian institute of technology, kharagpur

Deep Learning Intern

Aug 2020 – Oct 2020 · 2 mos

Worked in the field of Natural Language Processing at Centre of Excellence in Safety Engineering and Analytics, IIT-KGP.
Analyzed Construction Site Catastrophe reports by applying chunking, TF-IDF vectorization, word embeddings to classify causes of accidents and chunk out fatal objects.
Proposed a Hybrid Neural Network Architecture with Attention Layers with an F1 score of 0.88.