Harsh Mishra
@harshmishra
Data Scientist at Infomo Global Ltd.
Uttar Pradesh, India
Dynamic Data Scientist with a robust background in Computer Science Engineering from Thapar Institute of Engineering and Technology. Specializes in optimizing ad campaign performance through Reinforcement Learning, user classification, and large language model training. Skilled in NLP, DQN, and Generative AI, with experience in project management and cross-functional collaboration.
Experience
Data Scientist
Infomo Global Ltd.
Optimizing Campaign Performance through Reinforcement Learning: Contributing to the implementation of reinforcement learning, specifically Deep Q Network, for dynamic ad campaign optimization. Collaborating on real-time recommendations for blacklisting and budget reallocation. User Classification and Lookalike Segmentation: Developed a pipeline leveraging NLP models to categorize 1.3 lakhs users into IAB segments with 87% accuracy. Translated non-English articles using Mbart-50. Large Language Model Training: Curated datasets, orchestrated training, and fine-tuned LLMs on domain-specific data.
Research Internship
IIT Patna
Investigated and addressed challenges in UAV-enabled IoT systems using reinforcement learning models (Deep Q Network) and compared them to the earlier proposed solutions.
Education
Thapar Institute of Engineering and Technology
Computer Science Engg.
Computer Science
Reliance Academy
XII