01
LinguaSense
Multilingual speech processing under code-switching and background noise.
At 10 dB SNR, WER fell from 31.45% to 9.20% with DeepFilterNet (Table III).
Computer science · Woxsen University
Ronit Reddy.
I’m Ronit Reddy, a final-year Computer Science and Engineering student at Woxsen University, working on multilingual speech, regulatory question answering, visual assistance and EEG classification.
I’m interested in how AI systems ground their answers in evidence, how we evaluate their reliability, and how people understand and use their outputs.
01
All research Research & projects
From evidence-grounded language systems to evaluation on unseen participants.
02
PharmaLens
Evidence-grounded question answering over pharmaceutical regulatory documents.
Held-out descriptive evaluation: faithfulness 0.960 on 25 questions.
03
NeuroNarrator
A voice-controlled visual-assistance prototype for blind and low-vision users.
Placed fourth among 1,800+ teams at the NextGen AI 2026 National Hackathon, held in collaboration with Google Gemini.
04
Subject-Independent EEG Classification
A four-stream temporal CNN for classifying rest and imagined movements in previously unseen participants.
A 19.94M-parameter variant achieved 70.23% mean accuracy and 59.68% macro-F1 with 76% fewer parameters than the reference.
02
All projects Engineering work
AI evaluation
AMART-RAG
A collaborative adversarial-testing prototype, with a documented open backend contribution.
Project details →Real-time systems
Tsuna
A watch-party app combining WebRTC screen sharing with synchronized playback.
Project details →Full-stack systems
Cloud Vault
A medical-record management prototype built around ownership, roles and access policies.
Project details →03
Full experience Experience
June 2026–Present
Ascendion
AI Engineer Intern
Building an enterprise lead-generation and qualification assistant within a four-person team.
April 2026–Present
Woxsen University AI Research Center
Biomedical Signals and AI Research Intern
Studying EEG motor-imagery classification with subject-independent evaluation and reproducibility.
Related project →April–June 2026
Tech Mahindra
Software Development Engineer Intern
Contributed to natural-language-to-SQL functionality for an enterprise AI-agent initiative.
04
Achievements
NeuroNarrator
Placed fourth among 1,800+ teams at the NextGen AI 2026 National Hackathon, held in collaboration with Google Gemini.
MatCom-2026 presentation
Quantum Machine Learning Models for Acoustic Sensor Metrology.
UCSI international exchange
One of five Woxsen University students on the 2025 exchange.
05
Beyond my projects
During my exchange semester in Malaysia, I became more comfortable approaching people without having everything figured out first. Conversations with professors led to work that continued after I returned home. Back at Woxsen, I also help juniors when they get stuck and participate in club workshops. Having often needed someone else’s time and patience, I try to offer the same.
Let’s connect
Contact
For research conversations, collaboration and opportunities.