Headline

Applied AI Engineer | Data Science, Machine Learning, GenAI

About

AI/ML Engineer with 3+ years of hands-on experience designing, training, and deploying machine learning systems end-to- end — from raw data ingestion to production inference. Deep expertise in MLOps, LLM/RAG architectures, multimodal models, and cloud-native ML infrastructure on AWS. Proven track record of cutting pipeline runtimes by 80%+, reducing hallucinations by 70%+, and slashing infrastructure costs by 20–25%. Comfortable owning the full stack: model research, scalable deployment, monitoring, and business-facing analytics.

Location

Bengaluru

AI stack

claude

elevenlabs

langsmith

notebooklm

Supabase

Work experience

AI/ML Engineer at Vault22, Mar 2026 - Apr 2026 · 2 mos, Dubai, United Arab Emirates, •Cut infrastructure and ML pipeline costs by 20–25% by restructuring 3+ compute-heavy workloads across AWS. •Overhauled ETL pipelines and data lake schema across 4+ data sources, eliminating recurring ingestion failures. •Shipped an internal admin portal with Amazon QuickSight dashboards tracking 10+ KPIs for leadership and investors. •Wrote algorithms for calculating business centric metrics

Associate Data Scientist at IHX - A Perfios Company, Jun 2025 - Mar 2026 · 10 mos, Bengaluru, Karnataka, India, • Worked on tariff digitization initiatives. • Wrote python package libraries for internal development as well as for production environment. • Led comprehensive data mining, preparation, and cleansing processes. • Developed and trained custom model architectures, including but not limited to YOLO, Donut, and Custom Encoder-Decoder Models. • Implemented robust backend APIs and deployment engines enabling scalable production deployment of machine learning solutions.

Data Science Intern at IHX - A Perfios Company, Jan 2025 - Jun 2025 · 6 mos, Bengaluru, Karnataka, India

Developer and Creative Director at Travellio, Nov 2023 - Nov 2025 · 2 yrs 1 mo, Tamil Nadu, India

Intel Unnati Industrial Trainee at Intel Corporation, May 2024 - Jun 2025 · 1 yr 2 mos, Chennai, Tamil Nadu, India, During the program, I will be focusing on an intriguing problem statement: "Business Contract Validation" which involves - Classifying content within the Contract clauses and - Determining deviations from Templates and highlight them. - Provide accurate metrics for analysis

Full Stack Engineer at Tisac, May 2024 - Jun 2024 · 2 mos, Mumbai, Maharashtra, India, - Configured and administered cron jobs for streamlined task automation - Executed custom domain configurations for all API endpoints - Established and managed reverse proxy setups to improve security and performance - Deployed Jupyter Docker Lab environments for enterprise-grade data science applications - Incorporated Firebase Authentication for secure and reliable user authentication - Developed an advanced Docker API service for automating the creation of Jupyter Docker containers for enterprise model training - Designed custom scripts to automatically assign secure TLS/SSL HTTPS subdomains to each container - Ensured secure and efficient data storage solutions using MongoDB - Paid Internship

Education

B.Tech. Computer Science & Engineering with Artificial Intelligence (CSE & AI), Computer Science, Vellore Institute of Technology

Senior School Certificate Examination, PCM, Delhi Public School, Sushant Lok

Public links

github: https://github.com/manavvgarg

manavvgarg.github.io: https://manavvgarg.github.io/