Microsoft
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
fix(rollout): reject shared prefill with continuous batching
#8583+10−7merged Sep 27, 2026
Python
About
I build production AI systems across large language models, retrieval pipelines, and computer-vision tooling that move from notebooks to real users. Currently focused on LLM fine-tuning, RAG, and multimodal perception.
Final-year CSE student at VIT Vellore, with internships at ISRO, IIT Ropar, IIT Bombay, and AI startups. I obsess over the path from notebook to deployed system: latency, model size, retrieval quality, and the boring infra glue that makes models actually useful. I also send fixes upstream to the open-source ML stack I build on.
Work Experience
OSVI.ai
Founding AI Engineer
Aug 2026 to Present- Building the core of OSVI's real-time voice AI platform: the agent engine that runs every call, from speech recognition and LLM reasoning to speech synthesis and telephony.
- Built its voice-to-voice calling and speech stack, cutting response latency and keeping calls running through model outages.
NeuroFin.ai
AI Engineer
Sep 2025 to Jul 2026Onsite · Bengaluru- Built an intelligent KYC verification system using computer vision and deep learning to automate document validation and identity matching.
- Designed a robust pipeline that classifies document types, extracts key fields, and performs face matching for secure user onboarding.
IIT Bombay · Turocrates.ai
ML Engineer
Dec 2025 to Apr 2026Remote · Mumbai- Designed and shipped ML systems at Turocrates, focused on production data pipelines and inference services.
- Owned the full model lifecycle: training, evaluation, deployment, and observability across the platform.
IIT Ropar · Annam.ai
AI Research Intern
Jun 2025 to Jul 2025Onsite · Punjab- Built a CNN plant-disease classifier reaching 93% accuracy via ResNet-50 transfer learning on 87K+ images.
- Developed an ML recommendation engine and integrated NLP-based sentiment analysis for agricultural news.
ISRO · LPSC
Machine Learning Intern
Jun 2024 to Jul 2024Onsite · Kerala- Created a custom OCR pipeline combining YOLOv5 and PaddleOCR to digitize 500+ engineering drawings.
- Applied image preprocessing techniques that improved model robustness by 15%.
Open Source Contributions
15 merged PRs across 11 projects, ranked by the organization behind each project
microsoft/apmMicrosoft3.9k385#2
Microsoft
Agent Package Manager
fix(marketplace): resolve version tags from package remote
#3044+1065−52merged Sep 30, 2026
Python
Carnegie Mellon University
End-to-End Speech Processing Toolkit
2 merged pull requests
- fix(asr): rebuild Conv2dSubsamplingWOPosEnc mask from ilens#6670+143−2merged Sep 19, 2026
- Derive Conv*Subsampling masks from per-utterance lengths#6633+142−8merged Sep 11, 2026
Python
QwenAudio/SenseVoiceAlibaba Qwen9.4k835#4
Alibaba Qwen
Open-source SenseVoiceSmall model for Mandarin, Cantonese, English, Japanese, and Korean ASR, language ID, emotion recognition, and audio event detection.
fix(container): start on CPU when device=auto and align run commands
#351+111−8merged Sep 5, 2026
C
University of Hong Kong
"Vibe-Trading: Your Personal Trading Agent"
feat(strategy-store): add description-driven adaptation substrate
#1391+381−17merged Sep 10, 2026
Python
strukto-ai/mirage3.7k272#6
The World's First Virtual Terminal for AI Agents
2 merged pull requests
- feat: use Box /events behind watch pull, add BoxEventHook#1191+3228−293merged Sep 25, 2026
- fix: use Dropbox list_folder/continue behind watch pull#1059+1239−105merged Sep 13, 2026
TypeScript
Projects
Things I've built end to end
ShieldPrompt
2025Open-source · LLM Security
A Python library and MCP server that detects and masks PII before it reaches LLMs. Hybrid detection engine combines regex with Microsoft Presidio and spaCy NER, using reversible tokenization and a per-request in-memory vault. Ships as a library, FastAPI middleware, CLI, and MCP server for Claude Code.
Approached by Apertu Capital (Don Sheu & Enrico) for funding.
PythonFastAPIPresidiospaCyMCP
BitWiser-1q1
2026Local LLMs · 1-bit Quantization
One-click 1-bit (IQ1_S) compressor for any local LLM on Apple Silicon. Auto-discovers Ollama and on-disk GGUF models, runs importance-matrix calibration, and quantizes via llama.cpp with Metal — shrinking Llama-3.1-8B from 16.1 GB to 2.19 GB (7.4×) at ~51 tok/s on 3.1 GB of RAM. Side-by-side playground streams live tokens/sec, RAM, and bandwidth.
PythonFastAPIllama.cppReactMetal
Facematch
2025Computer Vision · Identity
Face verification pipeline that compares faces across images, PDFs, and Excel documents. RetinaFace detection with quality filtering and automatic rotation handling, ArcFace embeddings via DeepFace, and cosine-similarity matching with configurable thresholds — producing detailed reports with per-document confidence scores.
PythonDeepFaceArcFaceRetinaFaceOpenCV
Vocat
2025Voice AI · Real-time
Real-time voice interview agent. Google-Meet-style UI with WebRTC audio, Whisper STT, GPT-4o reasoning, and ElevenLabs TTS. Streaming responses with VAD-based turn-taking for natural conversational latency.
ReactPythonWhisperElevenLabs
Speech · LoRA Fine-tuning
Fine-tunes OpenAI Whisper-small for Hindi speech recognition using LoRA (PEFT) on Mozilla Common Voice 17, training under 2% of parameters to measure WER/CER gains over the baseline. Type-hinted library with YAML-driven config, runs as fast CPU/MPS smoke tests locally and full fp16 training on a Colab T4.
PythonPyTorchWhisperPEFTHuggingFace
Publications
Research papers
Automated Ranking of Video Frames Based on Clarity
IEEE PICC 2025Oct 2025 · PublishedIEEE Xplore
Achievements
Recognitions and highlights
Apertu Capital · Funding interest
2026ShieldPrompt approached by Don Sheu & Enrico
Outreach Head · IEEE SPS, VIT
2024Organized 5+ technical workshops
7th Rank · CodeChef-VIT Hackathon
Feb 2023Top 2% among 400+ teams
Skills
CNNRNNLSTMGANTransformersTransfer LearningGPTMistral-7BBERTLangChainLlamaIndexRAGLoRAPEFTYOLOResNetPaddleOCRTesseractFace RecognitionSegmentationPythonGoTypeScriptJavaC/C++SQLAWSDockergRPCFastAPIPostgreSQLRedisMongoDB
Showing 33 total skills
Education
VIT Vellore
Computer Science and Engineering