Akash Ghosh

Akash Ghosh Email and Phone Number

Researcher in the Human-Centered Robotics (HCR) Lab at IIT, GANDHINAGAR. Machine Learning Enthusiast | Researcher in AI, Cognitive Neuroscience, and Robotics | Human-Centered Systems Advocate @ Indian Institute of Technology Gandhinagar
Akash Ghosh's Location
Gandhinagar, Gujarat, India, India
About Akash Ghosh

With a strong foundation in Mathematics and Computer Science, I am passionate about leveraging artificial intelligence to solve complex, interdisciplinary challenges. My academic and professional journey has been a blend of theoretical exploration and practical application, spanning areas like healthcare AI, cognitive neuroscience, and robotics. My research includes:1. Developing AI-driven solutions for healthcare applications, improving diagnosis, patient care, and predictive analytics.2. Exploring cutting-edge techniques in cognitive neuroscience, including brain disease modeling and neuromodulatory studies.3. Advancing Human-Centered Robotics, focusing on intelligent systems that seamlessly integrate with human needs.I recently joined the Human-Centered Robotics (HCR) Lab at IIT Gandhinagar. The lab’s mission to develop intelligent systems attuned to human needs resonates with my desire to innovate at the intersection of machine learning, neuroscience, and robotics. I’m excited to collaborate with brilliant minds and contribute to groundbreaking research in adaptive systems and AI for societal good.Pioneered Bangla Handwritten Digit Recognition with a deep CNN achieving high accuracy, aiding digital transformation efforts in India. Worked on 3D object detection for autonomous vehicles, integrating advanced graph neural networks for enhanced accuracy.Designed scalable NLP models at Astergo, achieving significant improvements in multilingual sentiment analysis and time-series forecasting. My ultimate goal is to bridge the gap between AI and real-world applications, driving innovations that improve quality of life and expand the possibilities of machine intelligence.Let’s connect and shape the future of AI, robotics, and cognitive science together! 🚀

Akash Ghosh's Current Company Details
Indian Institute of Technology Gandhinagar

Indian Institute Of Technology Gandhinagar

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Researcher in the Human-Centered Robotics (HCR) Lab at IIT, GANDHINAGAR. Machine Learning Enthusiast | Researcher in AI, Cognitive Neuroscience, and Robotics | Human-Centered Systems Advocate
Akash Ghosh Work Experience Details
  • Indian Institute Of Technology Gandhinagar
    Research Assistant
    Indian Institute Of Technology Gandhinagar Dec 2024 - Present
  • Astergo Information Technology Pvt. Ltd.
    Machine Learning Engineer
    Astergo Information Technology Pvt. Ltd. Jan 2023 - Dec 2023
    Purulia, West Bengal, India
    1. Wrote Python codes on the ETL side2. Developed a state-of-the-art multilingual text classifier using mBERT implemented with Pytorch lightning and Hydra configuration, attaining a ROC-AUC score of 0.913. Accelerated model training by 40% using MultiGPU training with mixed precision and converted the deep learning models to ONNX and TensorRT formats for inference.4. Developed and trained a natural language processing model to analyse customer reviews for sentiment, increasing sentiment classification accuracy by 20%5. Implemented a time series forecasting model based on recurrent neural networks, which resulted in a 15% improvement in demand forecasting accuracy and inventory management optimisation6. Collaborated with a team of data engineers to develop and construct a scalable data infrastructure for large-scale dataset storage and retrieval for machine learning applications.
  • Suraksha Diagnostics
    Floor Manager
    Suraksha Diagnostics Jan 2020 - Jun 2021
    Sodepure
    ● Trained and supervised staff in performing their role efficiently● Manages daily operations of OPD on the clinic floor, ensuring smooth workflow and optimal patient care● Oversaw a team of 12 nurses and 15 support staff, providing leadership guidance and performance evaluations● Collaborated with medical staff daily to address patient needs, resolve issues, and improve overall experience● Coordinated with floor managers to maintain hospital-wide standards● Conducted staff meetings, training sessions, and workshops to enhance team performance and maintain compliance with hospital policies

Akash Ghosh Education Details

Frequently Asked Questions about Akash Ghosh

What company does Akash Ghosh work for?

Akash Ghosh works for Indian Institute Of Technology Gandhinagar

What is Akash Ghosh's role at the current company?

Akash Ghosh's current role is Researcher in the Human-Centered Robotics (HCR) Lab at IIT, GANDHINAGAR. Machine Learning Enthusiast | Researcher in AI, Cognitive Neuroscience, and Robotics | Human-Centered Systems Advocate.

What schools did Akash Ghosh attend?

Akash Ghosh attended Kiit University, Bidhannagar Government College, Pannalal Institution.

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