Aditya Ladawa
@adityaladawa
I build AI automation, forecasting, and data pipelines in Python.
GermanyWhat I'm looking for
I'm building AI and data systems at Brandl Nutrition, where I automate demand forecasting and inventory optimization across Amazon, Shopify, and Google Sheets.
I built AWS Fargate and EventBridge ingestion handling about 111K rows and 246 columns per run, Prophet forecasts, HMM regimes, Looker Studio dashboards, and EOQ–Reorder Point recommendations for SKU stock intelligence.
At TU Braunschweig, I built an async multimodal literature-mining backend that screened 2.5K papers in minutes, using LLM pipelines, RAG, FastAPI, PDF-to-report automation, and real-time progress streaming. My earlier AI/ML internship work included TensorFlow and PyTorch pipelines, image denoising, GANs, Transformers, and adapting CycleGAN for 3D MRI scans.
Experience
Work history, roles, and key accomplishments
- Built an automated demand forecasting and inventory optimization pipeline across Amazon, Shopify, and Google Sheets.
- Implemented a statistical EOQ–Reorder Point model for accurate reorder date suggestions.
- Automated multi-channel data ingestion via AWS Fargate + EventBridge (~111K rows × 246 cols/run, 15 min, €3/mo).
- Generated Prophet-based forecasts, HMM regimes, and Looker Studio dashboa
- Built a fully async, multimodal literature-mining backend (2.5K papers screened in few minutes).
- Engineered bounded-concurrency LLM pipelines for large-scale paper screening and classification.
- Automated PDF-to-report generation with AI-based figure description and structured Markdown outputs.
- Delivered a production-grade FastAPI system integrating async I/O, RAG, and real-time progress st
- Researching computer vision based models (Transformers and GANs)
- Creating deep learning pipeline in TensorFlow and PyTorch
- Finetuning image denoising models
- Adapting CycleGAN architecture for 3D MRI scans data
Education
Degrees, certifications, and relevant coursework
Technische Universität Braunschweig
MSc., Data science
2024 - 2026
P.E.S's Modern College of Engineering
Bachelor of Engineering, Artificial Intelligence & Data Science
2021 - 2024
Tech stack
Software and tools used professionally
Availability
Location
GermanyAuthorized to work in
Salary expectations
Social media
Skills
Interested in hiring Aditya?
You can contact Aditya and 90k+ other talented remote workers on Himalayas.
Message AdityaGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
