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@ashishsharma9
B.Tech AI/ML engineer building real-time vision and acoustic systems.
I am a B.Tech student in Electronics and Instrumentation Engineering with hands-on experience building real-time AI systems for challenging environments.
I've developed fog-aware, GPU-accelerated vision classifiers and CNN-based acoustic models that delivered high accuracy and low latency for edge and real-time applications.
My internships involved end-to-end ML pipelines: automated data ingestion, preprocessing, model training, quantization, cloud deployment, and performance tuning for smart-grid and defense use cases.
I combine strong technical skills in Python, PyTorch, Scikit-learn and cloud deployment with practical experience in signal processing, computer vision, and system optimization to deliver production-ready solutions.
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Work history, roles, and key accomplishments
NIT Rourkela (Student Project)
May 2025 - Dec 2025 (7 months)
Designed a CNN-based acoustic recognition system classifying 8 ship types at 91% accuracy and estimating distance with 3% MAE using spectrograms and VMD-enhanced multi-domain features for real-time sonar processing.
Integrated Testing Range (ITR), DRDO
May 2025 - Jun 2025 (1 month)
Built a real-time fog-aware AI vision system using CLAHE and adaptive preprocessing with 89.7% accuracy and GPU-accelerated SVM classification reducing latency to 40ms for edge deployment.
Virtual and Intelligent Instrumentation Laboratory, NIT Rour
May 2024 - Jun 2024 (1 month)
Developed a hybrid ML pipeline (XGBoost, LightGBM) for wind forecasting that reduced prediction error by 18% and improved smart-grid scheduling precision by 22%, deployed for real-time inference on Google Cloud.
Degrees, certifications, and relevant coursework
Bachelor of Technology, Electronics and Instrumentation Engineering
2022 -
Grade: CGPA - 7.34
Activities and societies: Men’s Hockey Team member, NIT Rourkela (2023–Present)
B.Tech. in Electronics and Instrumentation Engineering ongoing at NIT Rourkela with coursework in deep learning, computer vision, and cloud computing; current CGPA 7.34.
AISSCE – RBSE, Science (PCM)
Grade: 94.20%
Completed AISSCE (RBSE) with focus on Science (Physics, Chemistry, Mathematics) achieving 94.20% in May 2021.
AISSE – RBSE, Secondary Education
Grade: 85.67%
Completed AISSE (RBSE) in May 2019 with an overall percentage of 85.67%.
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