Sonu Kumar

Sonu Kumar Email and Phone Number

Machine Learning Engineer(AI) @TerraDX Technologies | Assistant Head Placement Coordinator @IIT Patna | MTech AI | IIT Patna @ TerraDX Technologies
Sonu Kumar's Location
Patna, Bihar, India, India
About Sonu Kumar

As a Master's degree holder in Artificial Intelligence, I bring a deep understanding and extensive experience in AI, Machine Learning, Deep Learning, and Natural Language Processing. My academic journey, coupled with hands-on experience in internships and full-time roles, has equipped me with the ability to develop and deploy advanced AI solutions.I have successfully tackled complex challenges by leveraging ML and DL techniques to enhance decision-making processes and optimize business outcomes. Whether it's building predictive models or designing NLP algorithms to extract meaningful insights from data, I have a proven track record of translating theoretical concepts into practical, impactful applications.In my professional career, I have consistently delivered results by applying AI to real-world scenarios, driving technological innovation and improvement. I thrive in collaborative environments, working with cross-functional teams to implement cutting-edge AI strategies and refine models to align with business objectives.I am passionate about connecting with like-minded professionals and exploring new opportunities to contribute to groundbreaking AI projects. Let’s connect and collaborate on pushing the boundaries of AI to unlock new possibilities.#Databricks #datascience, #programming,#Llm, #OpenAI,#NLP,#Hugging Face #dataanalytics, #machinelearning, and #artificialintelligence #python, #computervision

Sonu Kumar's Current Company Details
TerraDX Technologies

Terradx Technologies

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Machine Learning Engineer(AI) @TerraDX Technologies | Assistant Head Placement Coordinator @IIT Patna | MTech AI | IIT Patna
Sonu Kumar Work Experience Details
  • Terradx Technologies
    Machine Learning Engineer
    Terradx Technologies Feb 2024 - Present
    Vancouver, British Columbia, Canada
    -Revolutionized mineral exploration by applying advanced deep learning techniques, improving classification accuracy to 95% through the HORIZON project. Leveraged neural network architectures and reinforcement learning on Databricks for scalable data processing.-Developed the GAIA AI model (Geoscience AI Assistant) for Q&A on geoscience, leveraging GPT-4 and other machine learning models on Microsoft Azure. This resulted in a 40% improvement in data-driven decision-making processes.-Utilized QGIS for spatial data analysis, processing over 500 raster and vector datasets to uncover hidden mineral patterns. This effort contributed to a 30% increase in the discovery of critical metals in covered regions, enhancing exploration efficiency and reducing operational costs by 25%.
  • Indian Institute Of Technology, Patna
    Training And Placement Co-Ordinator
    Indian Institute Of Technology, Patna May 2023 - Apr 2024
    Patna, Bihar, India
    -Coordinated and managed placement activities, ensuring smooth communication between students and recruiters.-Assisted in organizing placement drives and events to facilitate student recruitment.Collaborated with team members to compile and maintain an up-to-date database of student profiles and placement statistics.-Played an integral part in meticulously organizing the 37th All IITs Placement Committee meeting at IIT Patna.
  • Indian Institute Of Technology, Patna
    Teaching Assistant
    Indian Institute Of Technology, Patna Jul 2022 - 2024
    Patna, Bihar, India
  • Intellicus Technologies
    Data Scientist
    Intellicus Technologies Jan 2024 - Mar 2024
    Noida, Uttar Pradesh, India
  • Intellicus Technologies
    Generative Ai Engineer
    Intellicus Technologies Jan 2024 - Feb 2024
    Noida, Uttar Pradesh, India
    Developed a natural language to SQL query conversion system powered by large language models (LLMs), utilizing OpenAI and other open-source LLMs, and using LangChain and agents. Key achievements:-Enabled seamless NL to SQL conversion, improving database query efficiency.-Demonstrated significant expertise in leveraging LLMs for practical applications.
  • Ai-Nlp-Ml Research Lab Iit Patna
    Research Assistant
    Ai-Nlp-Ml Research Lab Iit Patna May 2023 - Feb 2024
    Patna, Bihar, India
    Work 1: UAV Person Detection Network DevelopmentDeveloped an Improved Real-time Person Detection Network tailored for UAV imagery, combining CNNs and transformers. Key achievements:-Outperformed baseline RTD-Net and state-of-the-art models in detection accuracy and speed.-Addressed challenges of small object detection and real-time processing.-Enhanced RTD-Net design for UAV scenarios.Work 2: Multi-Label Classification for Legal DocumentationCreated a multi-label classification system for the European Court of Human Rights using deep learning and large language models (LLMs). Key achievements:-Achieved highest F1 Score of 0.796 with LongFormer.-Successfully classified legal documents with high accuracy.-Demonstrated expertise in advanced ML, DL, and LLM techniques for real-world applications.

Sonu Kumar Education Details

Frequently Asked Questions about Sonu Kumar

What company does Sonu Kumar work for?

Sonu Kumar works for Terradx Technologies

What is Sonu Kumar's role at the current company?

Sonu Kumar's current role is Machine Learning Engineer(AI) @TerraDX Technologies | Assistant Head Placement Coordinator @IIT Patna | MTech AI | IIT Patna.

What schools did Sonu Kumar attend?

Sonu Kumar attended Indian Institute Of Technology, Patna, Kalinga Institute Of Industrial Technology, Bhubaneswar.

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