Prabhat Kumar Jha

AI Researcher

Kolkata, West Bengal, India7 yrs 8 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Achieved 15% reduction in runway maintenance costs.
Developed NLP-based order processing system during lockdown.
Generated ₹100k+ monthly revenue through optimized delivery operations.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in Aviation and Logistics sectors.

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Skills

Core Skills

Machine LearningNatural Language Processing (nlp)Predictive MaintenanceCi/cd

Other Skills

AWS EC2AWS SageMakerAlgorithmsAmazon EC2Artificial Intelligence (AI)Back-End Web DevelopmentCommunicationComputer ScienceContinuous Integration and Continuous Delivery (CI/CD)Convolutional Neural Networks (CNN)DOCKERData AcquisitionData ScienceData structures and algorithmsDeep Learning

About

I am a goal-oriented professional delivering over 3 years of experience in Machine Learning and Data Analysis, leveraging expertise in AI, Generative AI, Natural Language Processing (NLP), LLM Tuning, and Deep Learning to drive predictive maintenance solutions. My dexterity lies in leveraging neural networks and advanced ML algorithms for regional analysis, enhancing data acquisition, and integrating multi-sensor information for improved operational efficiency. Demonstrated excellence in deploying Deep Learning models and NLP techniques to optimize runway maintenance and safety standards. I have proved my excellence in managing predictive maintenance of runways, predicting budget requirements, and leading cost-effective sensor utilization. Key Achievements: • Successfully achieved a 15% reduction in runway maintenance costs through innovative predictive maintenance strategies, improving safety and operational reliability. • I’ve mastered the administration of AI, Generative AI, Natural Language Processing (NLP), LLM Tuning, and Deep Learning to drive predictive maintenance solutions.

Experience

7 yrs 8 mos

Total Experience

2 yrs 6 mos

Average Tenure

4 yrs

Current Experience

Airports authority of india

Technical Executive

Jun 2022 – Present · 4 yrs · Kolkata, West Bengal, India · On-site

Leveraging Machine Learning and Natural language processing (NLP) for enhancing runway safety and maintenance documentation analysis.
Developing advanced multi-sensor information fusion algorithms, including LLM tuning, to refine runway friction coefficient estimation.
Enhanced neural network-based regional analysis and detection capabilities, leveraging NLP for improved data interpretation and LLM tuning for enhanced predictive accuracy.
Managed data acquisition processes for neural network training, collecting over 10,000 measurements.
Achieved a 15% reduction in runway maintenance costs through innovative predictive maintenance strategies, improving safety and operational reliability

Machine LearningNatural Language Processing (NLP)Predictive MaintenanceData AcquisitionNeural Networks

Dmo

Machine Learning Engineer

Feb 2021 – May 2022 · 1 yr 3 mos · Remote

Responsibilities:
Developed machine learning models for route optimization, leading to improved operational efficiency and cost savings.
Implemented CI/CD pipelines using GitHub Actions and containerized deployments with Docker for streamlined model updates.
Managed deployment of predictive models on AWS EC2 and SageMaker, ensuring scalable and reliable machine learning operations.
Automated workflows and integrated machine learning solutions into the core business processes for both B2B and B2C platforms.
Achievements:
Contributed to generating ₹100k+ monthly revenue for DMO through optimized delivery operations.
Deployed an NLP-based WhatsApp system that processed 3,000+ orders worth ₹30 lacs during the lockdown.
Scaled order management and driver assignments, resulting in a 3x increase in monthly orders.
Successfully implemented real-time delivery predictions and resource allocation, driving overall operational growth..