OPEN TO INTERNSHIPS & COLLABORATIVE BUILDS

N. Nikhitha

AI & ML ENGINEERING STUDENT▍

Engineering student specialized in AI & ML with deep hands-on experience building and shipping full-stack and AI-driven applications end to end — from high-performance data pipelines and REST APIs to production-facing UIs.

LIVE_TRANSCRIPT.WAVREC
WER ↓ · ROUGE ↑3 LLMs BENCHMARKED
01 · FEATURED WORK

Systems shipped, end to end

7+ full-stack and ML projects built independently, under strict SDLC and Agile practice — from data pipeline to production UI.

SPEECH AI · LLM SUMMARIZATION

AI Live Meeting Summarizer

Architected a real-time transcription and summarization pipeline combining Whisper, Vosk, and pyannote.audio for live speaker diarization. Benchmarked LLaMA, T5, and BART using WER and ROUGE metrics, tuning each for transcription accuracy, then powered a cloud-ready Streamlit app with PDF and email exports.

PythonWhisperVoskpyannote.audioHugging Face TransformersLLaMAT5BARTasyncioStreamlitREST APIsGit
−40% MANUAL DOCUMENTATION EFFORT
OPERATIONS MANAGEMENT

CadetTrak Hub

End-to-end console centralizing attendance logging, enrollment onboarding, camp logistics, and A/B/C certificate tracking across multiple cadet wings, with role-based access for Admins, ANOs, and Cadets.

ReactNode.jsExpress.jsMySQLREST APIsGit
3-TIER RBAC · MULTI-WING
FULL-STACK RAG PLATFORM

DocuMind AI

Document intelligence pipeline with custom tokenization and dynamic semantic chunking, indexing multi-format data into FAISS with OpenAI embeddings for low-latency semantic search, plus a live MLOps workspace to monitor retrieval health.

ReactNode.jsTypeScriptFAISSOpenAI APIREST APIsGit
LOW-LATENCY VECTOR SEARCH
SECURITY & FRAUD ANALYTICS

Sentinel & ShieldOps

Hybrid content moderation pipeline running quantized DistilBERT via ONNX runtime at sub-35ms P95 inference, alongside a real-time fraud tracking dashboard and benchmarked YOLOv8 models balanced for frame-rate throughput against mAP precision.

PythonDistilBERTONNXYOLOv8Distributed SystemsREST APIs
<35MS P95 INFERENCE
02 · PROFILE

Who's building this

Engineering student specialized in AI & ML with deep hands-on experience building and shipping full-stack and AI-driven applications end to end — from high-performance data pipelines and REST APIs to production-facing UIs.

7+ FULL-STACK & ML PROJECTS · STRICT SDLC & AGILE PRACTICE

LOCATION · HOVER
VELLORE, INDIA
12.9165° N, 79.1325° E
GMT+5:30
200+

DSA PROBLEMS SOLVED · LEETCODE

NCC Cadet Executive

Coordinated complex logistics and delivered critical operational briefings across multi-wing units — Army, Navy, and Air — proving decisive crisis management under pressure.

03 · TOOLSET

What runs underneath

Languages

PythonJavaC++CTypeScript

AI / ML & Speech

Machine LearningDeep LearningNLPGenerative AILLM Integration (LLaMA, T5, BART)Speech-to-TextSpeaker Diarization (pyannote.audio)EDA

Frameworks & Core Tools

NumPyPandasScikit-learnHugging FaceWhisperVoskReactNext.jsNode.jsExpress.jsREST APIsMySQLFAISS Vector DBAWSGit

CS Fundamentals

Data Structures & AlgorithmsOOPDBMSOperating SystemsComputer NetworksAgile SDLCUnit Testing
04 · TIMELINE

Academics & credentials

  1. 2023 — 2027

    B.Tech, Computer Science & Engineering (AI & ML)

    VIT University, Vellore

  2. JUN 2025

    Data Analytics Virtual Experience

    Tata Group / Forage

  3. SEP 2025

    Data Science with Python Certification

    Skillumni

Key Credentials

  • Infosys Springboard — AI & Data Science Certified
  • Pantech.ai — 30-Day AI Masterclass
  • Yantra Hackathon Participant — Heal Harbor Project