while(alive){
    learn();
    build();
    debate();
    deploy();
}

🎓 CSE @ IIT Indore
🧠 ML Engineer @ DivAIne.io
⚡ Building AI systems that reason, defend, detect, predict, and occasionally outperform benchmarks.

• multimodal reasoning systems
• real-time intelligence agents
• RAG architectures with agentic workflows

I like building systems that sit at the intersection of:

• AI × reasoning
• accuracy × prediction
• speech × voice × multimodal learning

Somewhere between training transformers to getting attention, I discovered that I enjoy solving hard problems under pressure.

Also yes, my Codeforces handle is literally:

cinderella_but_boots

Kafka streams, Pathway pipelines, LSTMs, SARIMAX, RAG agents, and controlled chaos.

• Achieved 70.8% directional accuracy
• Built adversarial-noise filtering agents with 92% verification accuracy
• GP trading agent delivered 30.6% ROI

Because scam calls deserve a counterattack.

• Deepfake detection
• phishing protection
• scam call analysis
• LLM-assisted citizen grievance handling

🏆 2nd Place — Indore Smart City Hackathon

Trustless auctions with anti-snipe logic and IPFS-backed assets.

• Solidity + Foundry backend
• React/Wagmi frontend
• Node.js IPFS proxy
• Gas optimized by 21%

Built under :contentReference[oaicite:0]{index=0}.

📄 Published at the AVSEC Challenge 2025, alongside :contentReference[oaicite:0]{index=0}.

Research focused on multimodal speech enhancement using:

• cross-attention mechanisms
• squeezeformer architectures
• audio-visual representation exchange
• robust noisy speech reconstruction

Built at the intersection of speech processing, deep learning, and multimodal reasoning — because sometimes audio alone just isn’t enough.

🔗 Paper: https://doi.org/10.21437/AVSEC.2025-13
🔗 arXiv: https://doi.org/10.48550/arXiv.2510.05295

Python | C++ | Solidity | SQL | JavaScript

PyTorch • TensorFlow • OpenCV • Transformers • LangChain
RAG • FAISS • Pinecone • NLP • CV • Librosa

Kafka • Pathway • Docker • Linux • Node.js
React • Express • REST APIs • Foundry • IPFS

• 🥉 Inter IIT Tech Meet 14.0
• 🥈 Smart City Hackathon
• 🥉 IITISoC ML Domain
• 🏛 INTERSPEECH 2025 Publication
• ⚔️ Codeforces Expert

• 💼 LinkedIn: https://www.linkedin.com/in/sanskriti-jain-000588319/
• 📫 Email: sansjain23.11@gmail.com

“First solve the problem. Then optimize the latency. Then debate whether the problem was framed correctly.”