Sneha Patro

Product Engineer

Bengaluru, Karnataka, India7 mos experience

Key Highlights

Developed AI systems for speaker diarization at ISRO.
Created real-time transcription app achieving low error rates.
Skilled in both front-end and AI development.

Stackforce AI infers this person is a Full Stack Developer with a strong focus on AI applications.

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Skills

Core Skills

Artificial Intelligence (ai)PytorchGui DevelopmentFront-end DevelopmentReact.js

Other Skills

Version ControlMatplotlibResemblyzerClusteringEEND-inspired BiLSTMGAT-based diarizationPyTorch GeometricWhisperVADTkinterCascading Style Sheets (CSS)Git BASHHTMLGitGitHub

About

🛰️ Worked at ISRO HQ on Speaker Diarization, developing 3 offline systems using Resemblyzer + Clustering, a custom EEND-inspired BiLSTM, and Graph Attention Networks (GAT). Integrated Whisper + VAD for real-time transcription with GUI, achieving 18.31% DER and near-zero missed speech on real datasets. 💻 At BEL, created responsive web UIs using HTML, CSS, React.js. Known for being focused, detail-oriented, and driven by a passion for building AI-powered, real-world solutions.

Experience

7 mos

Total Experience

Average Tenure

Current Experience

Stratogent

Trainee System Engineer

Nov 2025 – Present · 7 mos · Bangalore Urban, Karnataka, India · On-site

Isro - indian space research organization

Intern

Jun 2025 – Jul 2025 · 1 mo · Bengaluru, Karnataka, India · On-site

Completed a 45-day AI/ML internship at ISRO HQ under the guidance of Mr. Rahul Sharma (Associate Director, DISM).
📌 Worked on Speaker Diarization – “Who spoke when?”
🔧 Built 3 offline systems:
Resemblyzer + Clustering
EEND-inspired BiLSTM model
GAT-based diarization using PyTorch Geometric
💻 Also developed:
Real-time speaker-aware transcription app (Whisper + VAD + Tkinter)
Custom evaluation scripts (DER, Missed Speech, False Alarm)
Offline testing on VoxConverse dataset.
✅ Achieved 18.31% DER, 0.03% missed speech
🎯 Focused on offline AI systems for secure environments