IIIT Sonepat  ·  IIT Madras  ·  India

Building AI that's
actually useful.
Want to work with me?

I'm Ishaan — CS undergrad, AI engineer & researcher building real-time voice agents, surveillance systems, and LLM infrastructure.

See my work → Get in touch
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LangChain & LLM Pipelines Real-Time Voice Agents RAG Systems Computer Vision FastAPI & Django REST Federated Learning WebRTC Streaming Top 1% Hackathons LangChain & LLM Pipelines Real-Time Voice Agents RAG Systems Computer Vision FastAPI & Django REST Federated Learning WebRTC Streaming Top 1% Hackathons
Where I study

Education.

8.66

GPA / 10

IIIT Sonepat

B.Tech, Computer Science & Engineering
2024 – 2028 · Sonipat, Haryana

7.25

GPA / 10

IIT Madras

B.Sc, Data Science & Applications
Ongoing · Online Programme

What I've done

Experience & Research.

Feb 2026 – May 2026 Internship

AI Agents Developer Intern

Artizence Systems LLP · Remote

  • Built production REST APIs with Python & Django REST Framework; deployed AI agents using LangChain into scalable backend pipelines.
  • Contributed to NLP & Computer Vision modules; owned deployment, testing, and debugging of AI-powered features end-to-end in agile sprints.
2025 – Present Research

APIC-Net — Cyberattack Detection in VSM Power Systems

Under Prof. Dr. Tayyab Khan · IIIT Sonepat

  • Reproducing Khaleghi et al. (PI-LSTM, IEEE TII 2025) for cyberattack detection; debugging AUC degradation and implementation discrepancies.
  • Proposing a zero-training physics-residual approach based on COI consistency for anomaly detection across multiple attack types.
  • Developing a Φ-Tensor framework analyzing score inversion and sensitivity limitations in physics-informed models.
  • Integrating federated learning for privacy-preserving anomaly detection across distributed VSM/IoT environments.
  • Generated synthetic dataset with 3500+ scenarios in a multi-VSM setup.
Things I've built

Projects.

Real-Time Voice Calling Agent

End-to-end voice AI with WebRTC/WebSocket streaming and VAD-based turn-taking, achieving sub-500ms Whisper→LLM→TTS latency. Stateful session manager with multi-turn context and real-time barge-in detection.

WebRTCVADWhisperLangChainTTS
View on GitHub →

Real-Time AI Surveillance System

Pipeline with YOLOv11 + ByteTrack for multi-object tracking and cross-camera identity persistence. Vision LLMs for behavioral threat analysis (weapon/anomaly detection) in live video streams.

YOLOv11OpenCVFastAPINext.jsGroq Vision
View on GitHub →

BeyondChats — LLM Safety Microservice

Async microservice auditing RAG responses via tiered pipeline (cache → guardrails → 8B → 70B LLM), reducing evaluation cost by ~80%.

LLM EvalRAGAsync PythonGuardrails
View on GitHub →

AI Customer Support Agent

Full-stack GenAI system with pgvector semantic search and Groq LLM inference, achieving sub-second query latency on real documents.

pgvectorGroqRAGFull-Stack
View on GitHub →
Competitive wins

Hackathons.

T10

Kharagpur Data Science Hackathon 2026

Top 10 of 1000+ teams — top 1% in one of India's most competitive data-science hackathons. Tackled the BDH Implementation Problem.

#3

CodeVeda 2025 — 3rd Runner-Up

Placed 3rd runner-up competing against teams across disciplines in a timed problem-solving challenge.

🏆

IITM Gwalior Hackathon — Finalist (Top of 1000+ Applied)

Built a blockchain-based complaint management system with tamper-proof record-keeping. Selected as finalist from 1000+ applicants.

✦

Hackzilla — IIIT Sonepat

Delivered a working prototype within the time constraint at the intra-college hackathon.

What I use

Technical Skills.

Languages

Python · JavaScript / TypeScript · C++

AI / GenAI

LangChain · RAG · LLM Evaluation · Prompt Engineering · Whisper STT · VAD · WebRTC Pipelines · Federated Learning

Backend & APIs

Django REST · FastAPI · Flask · Node.js · Express · WebSockets

Frontend

React.js · Next.js · HTML5 · CSS3

Databases

PostgreSQL · Supabase (pgvector) · MongoDB

ML / Data

Scikit-learn · XGBoost · Pandas · NumPy · PyTorch · Feature Engineering

Competitive

LeetCode 250+ · Max Rating 1570 · HackerRank 4★ C/C++ · DSA · Graphs · DP

Open Source

FOSSology — backend SQL & test suite PRs through multiple review cycles

Let's connect

Let's build something great.

Open to internships, research collaborations, and interesting problems. Reach out — I respond fast.

✉ Email me LinkedIn → GitHub → 📞 +91 92588 95224