Subhabrat Biswal
Data Scientist @ Accenture | Deep Learning | GenAI | LLMs | Computer Vison | Cloud
- Role
- Ai Ml Computational Science Analyst at Accenture
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Subhabrat Biswal
Data Scientist with ~4 years of experience building scalable, production-grade ML…
Experience
Ai Ml Computational Science Analyst
Aug 2024 — Present · Bengaluru, IN
Integrated a hyperparameter tuning feature using Optuna and Hyperopt into an existing no-code ML platform, enabling users to optimize models directly from the UI.• Built a robust transcript automation pipeline using Azure STT and OpenAI Whisper, with smart scheduling via cron jobs and Redis-based queuing to handle high volumes of video/audio files in parallel.• Designed agentic workflows that turn transcripts into actionable SOPs, and even auto-generate code in the user’s preferred language—removing a ton of manual effort from recurring business tasks.• Worked deep in the audio stack—using FFmpeg, TorchAudio, and Whisper finetuning—to improve language detection and transcription quality, including mel-spectrogram tuning and SNR-based filtering.• Trained and optimized YOLO models to detect meaningful content in video frames. Used SSIM for smart frame filtering, OCR to skip blanks, and MobileNetV2 embeddings for image similarity comparisons.• Deployed APIs on Linux-based EC2 servers, both manually and through CI/CD pipelines using Azure DevOps, ensuring smooth, scalable rollouts across staging and production environments.
Education
Mother's Public School
Senior Secondary Certificate (12th) - CBSE
2016 — 2018
Silicon Institute of Technology (SIT), Bhubaneswar
Bachelor of Technology - BTech
2018 — 2022
Loyola School
Secondary School Certificate (10th) - ICSE
2014 — 2016
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