Aadish Jain

Experience

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  Indian Institute of Technology, Indore

  Mar 2021 - May 2021

  Internship Trainee

  Key accomplishments include:* Developed and optimized a deep learning model for real-time human activity detection, achieving an impressive 95% accuracy that significantly improved reliability in critical user applications across various scenarios.* Collaborated with a team to design and optimize experiments for vision models using PyTorch, employing advanced techniques like transfer learning and data augmentation to enhance overall model performance significantly.* Executed strategic hyperparameter tuning that led to a notable 15% boost in convergence speed for the deep learning model, thereby enhancing real-time human activity detection and recognition accuracy effectively.* Engaged in rigorous testing protocols to validate model performance under diverse conditions, ensuring robustness and adaptability of the developed solutions in practical applications.Skills: Deep Learning, PyTorch, Hyperparameter Tuning, Data Augmentation, Real-Time Detection. Show less

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  Coforge

  Jun 2021 - Oct 2022

  Software Engineer

  Key accomplishments include:* Diagnosed and resolved over 15 critical Angular bugs, resulting in a significant boost of 25% in user satisfaction scores and enhancing the overall efficiency of the troubleshooting process across the team.* Implemented scalable backend solutions using Node.js that increased data processing speeds by an impressive 30% while improving API response times by up to 50%, greatly enhancing application performance.* Streamlined operational workflows through automation with Python scripts, leading to a notable reduction of 20% in incident reports and significantly improving service delivery efficiency across multiple departments.* Optimized SQL queries which achieved a remarkable 40% reduction in database response times, thereby increasing data retrieval efficiency and supporting faster decision-making processes.Skills: Angular, Node.js, Python, SQL Optimization, Workflow Automation Show less

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  New Jersey Institute of Technology

  Jun 2024 - Aug 2024

  Research Assistant

  Key accomplishments include:* Designed and implemented robust performance benchmarks for Large Language Models (LLMs), effectively addressing three major deployment challenges and significantly boosting model reliability across various applications. * Fine-tuned multiple machine learning models to enhance accuracy and efficiency, ensuring alignment with specific research objectives while improving overall deployment strategies for LLMs. * Co-authored a research paper titled "Creative Math," accepted by AAAI 2025; played a vital role in data preprocessing and statistical modeling that identified three key factors influencing output quality. * Collaborated with a diverse team to produce an extensive report on LLM challenges in educational settings, pinpointing three critical improvement areas that informed future research directions. Skills: Performance Benchmarking, Model Fine-Tuning, Statistical Modeling, Data Preprocessing, Large Language Models. Show less