Aaditya Baranwal
AI ResearcherI'm a Ph.D. student at UCF's Center for Research in Computer Vision, advised by Dr. Yogesh Rawat and Dr. Shruti Vyas. Most of my work is benchmarks: careful tests of what vision-language models can and can't do, from reading a manga page to reading a pressure gauge to telling bacteria apart under a microscope. Before UCF, I studied electrical engineering at IIT Jodhpur, built robots that mostly worked, and spent time at Bosch, Siemens Energy and, most recently, LinkedIn. Off the clock I write poems, once ran Aaftaab, IIT Jodhpur's literary fest, and maintain that anime is not a cartoon.
Work Experience
LinkedInMay 2026 – Aug. 2026
GenAI PhD Intern- Identified creative-content and platform-fatigue signals, driving a 6% increase in ad CTR across LinkedIn.
- Engineered diverse LLM persona workflows to generate large-scale synthetic data, improving creative guidance alignment for both AI-generated and advertiser-created ads, validated across 8 million creatives.
- Developed and optimized an offline ad-ranking model (under 100M params) to accurately predict preflight CTR.
Siemens EnergyJan. 2025 – Aug. 2025
Computer Vision Researcher- Developed scalable zero-shot hazard detection tools for industrial sites using Foundation Models and VLMs, adapting models to overcome limited industrial image representation in pretraining.
- Engineered an SDXL-driven generative data pipeline to synthesize photorealistic industrial hazard and chemical spill imagery, boosting downstream detection by +28% for VLMs (43% to 71%) and +28% mAP@50 for standard object detectors (39% to 67%). Published as SynSpill at ICCV 2025.
AlphaBakeJun. 2024 – Aug. 2024
Artificial Intelligence Engineer- Creating scalable stable diffusion workflows for virtual try-on. Improvised realism in the garment-fitting pipeline by inculcating IP adapters and training garment LoRAs.
Bosch Global Software TechnologiesJun. 2023 – Nov. 2023
Deep Learning Research Intern- Conducted analysis and finetuning of Foundation Models for Autonomous Driving including Detection and Segmentation.
- Empowered the Segment Anything Model to interpret prompts of text modality, harnessing the transformative capabilities of a Visual GPT-inspired architecture to enable interactive segmentation and uncertainty estimation.
Bosch Global Software TechnologiesJul. 2022 – Sep. 2022
Computer Vision Research Intern- Established an optimized pipeline of SOTA Multi-Object Tracking algorithms. Accelerated the boundary-based LSTM for trajectory determination using CUDA.
- Explored ways to tackle label swapping and occlusion problems during interference on KITTI.
Dimensionless TechnologiesJun. 2022 – Aug. 2022
Computer Vision Intern- Built a scalable pipeline using EfficientNets and Residual Attention for commodity image discrimination and developed a counterfeit detection AI for e-commerce, trained on HPCs with CUDA.
MathrithmsJan. 2021 – Apr. 2021
Python Developer- Extending BunnyCDN's cloud and storage services, creating a Python SDK, allowing functionalities of BunnyCDN apiary through Python, and achieved a total count of 200000+ global downloads from PYPI.
Studies
University of Central FloridaPh.D. in Computer Science (Aug. 2024 – Dec. 2027 expected) • Orlando
Indian Institute of Technology JodhpurB.Tech in Electrical Engineering, Specialization in Visual Computing (Nov. 2020 – Jun. 2024) • Karwar
Sant Atulanand Convent SchoolSenior Secondary Certificate (Aug. 2018 – May 2020) • Varanasi
St. John's Convent School MarhauliSecondary Certificate (May 2016 – May 2018) • Varanasi
St. Mary's Convent School Cantt.Middle School (Jul. 2009 – May 2016) • Varanasi
Technical skills
Programming LanguagesPython, C++, Matlab, Unity, SQL, HTML, CSS, JavaScript, Shell
Tools & UtilitiesHuggingFace, LangChain, Weights & Biases, GCP, AWS, Git, Docker, LaTeX, OpenAI-Gym
LibrariesPyTorch, TensorFlow, OpenCV, Scikit-Learn, Numpy, Pandas, etc.
Theoretical & AppliedDeep and Reinforcement Learning, Stable Diffusion, Computer Vision, NLP/NLU, Robotics
Achievements
Michelin Mobility Innovation ChallengeWinner • 2022
ABU Robocon '22Perfect score, 100/100 • 2022
ISI Entrance TestAll India Rank 65 • 2020
GRE320 (170 Quant, 150 Verbal) • 2023
Volunteering
Spark STEM Fest, Orlando Science CenterPresenter • Feb. 2026
Campus Activities Board, Impact Committee, UCFGraduate Cohort • 2025 – 2026
Aaftaab, The Literary Fest, IIT JodhpurFestival Chief • Feb. 2024
Artificial Intelligence and Data Society, IIT JodhpurFounder and Head • 2022 – 2023
Literature Society, IIT JodhpurSecretary • 2022 – 2023