Aditya Sirvaiya

AI Researcher

Bengaluru, Karnataka, India7 yrs 10 mos experience

AI ML PractitionerAI Enabled

Key Highlights

Over 7 years of AI development experience.
Expertise in optimizing ML model performance.
Proficient in Classical ML, Deep Learning, and Gen AI.

Stackforce AI infers this person is a skilled AI professional specializing in Machine Learning and Natural Language Processing.

Contact

Skills

Core Skills

Software DevelopmentSystems DesignMachine LearningNatural Language Processing (nlp)Data Science

Other Skills

Written CommunicationBig DataNLPMLOpsPythonData AnalysisStatisticsNeural NetworksStatistical Data AnalysisLangChainONNXData ManipulationContainerizationConvolutional Neural Networks (CNN)Problem Solving

About

AI professional with over 7 years of experience in developing and deploying solutions, consistently achieving improvements in latency and throughput across cloud and on-premises environments. Bringing expertise in optimizing ML model performance at the system level to ML Engineering practices. Proficient in Classical Machine Learning, Deep Learning, and Gen AI, specializing in model architectures such as Transformer and CNN etc. Leveraging comprehensive skills to positively impact AI initiatives.

Experience

7 yrs 10 mos

Total Experience

3 yrs 3 mos

Average Tenure

1 yr 3 mos

Current Experience

Amd

Member of Technical Staff-AI Software System Design

Mar 2025 – Present · 1 yr 2 mos · Bangalore

Software DevelopmentSystems Design

Intel corporation

AI Software Solutions Engineer

Jul 2020 – Mar 2025 · 4 yrs 8 mos

Collaborated with industry leaders on diverse projects, showcasing expertise in optimizing workloads for improved performance.
Played a key role in migrating and optimizing solutions, reducing TCO, and achieving significant speed-ups on advanced models.
Developed an end-to-end workflow pipeline for NLP Disease Prediction with ClinicalBERT on cnvrg.io(E2E MLOps SaaS Platform).
Integrated Intel Extension for PyTorch into Ultralytics YOLOv8. Created code samples for popular AI frameworks, showcasing Intel CPU/GPU optimizations.
Contributed as a Subject Matter Expert in Intel’s MLOps Certification Exam’s standard-setting process.
Delivered hands-on training and webinars at conferences, addressing Supercomputing ASIA, Healthcare
AI Hackathon, IEEE HiPC, and others.
Played a crucial role in resolving L4/L5 AI product issues, collaborating with development and support teams.

Written CommunicationBig DataMachine LearningNatural Language Processing (NLP)

Indian institute of technology, bombay

Master's in Computer Science and Engineering | Teaching Assistant in Computer Science

Jul 2018 – Jun 2020 · 1 yr 11 mos · On-site

Developed a neural network-based classifier for Facebook Post Comment Counts Classification. Explored Object Detection with CNN-based models in PyTorch. Conducted a comprehensive Literature Survey on NLP Textual Entailment, fostering a deep understanding of advancements in Natural Language Processing. These experiences deepened my theoretical knowledge of NLP and enhanced my practical skills in model development and computer vision.
In addition to obtaining my Master's degree, I enriched my academic experience through a teaching assistantship. In this role, I collaborated with course instructors to meticulously grade exams and labs while providing valuable mentorship to students in programming labs. This engagement allowed me to contribute to the learning journey of fellow students and enhance my own skills as an educator.

Data AnalysisStatisticsMachine LearningNatural Language Processing (NLP)