Hi, I'm Ashwin Mishra

ScoutINNtelligence 🔗

// Innocean India · 2026

Dual-intelligence lead generation. Supply Scan ranks startups by fit; Demand Scan qualifies buyers with a 3-filter check (MarTech need, buying capacity, actionability).

• FastAPI
• Next.js
• Groq
• Supabase
• Tavily
• SerpAPI

[Code] [Demo] [Case study]

AdINNtelligence 🔗

// Innocean India · 2026

Agentic competitive-ad intelligence for Hyundai's automotive marketing teams across 40+ brands. Collects competitor Meta ads, classifies models, offers and patterns with LLMs, and returns three evidence-backed recommendations for a dealer's next campaign.

• FastAPI
• React
• Groq
• Supabase
• Redis
• Meta Ad Library

[Code] [Case study]

Creative Intelligence Engine (Hyundai) private

// Innocean India · 2026

AI-generated, brand-safe ad creatives for Hyundai, built at Innocean India. Separate dashboards for admins, brand teams and dealers; campaign jobs queued on BullMQ.

• Next.js 15
• Express 5
• TypeScript
• BullMQ
• Prisma
• Claude
• fal.ai
• AWS

Kajaria Tile Visualizer private

// Innocean India · 2026

Full-stack tile visualization for Kajaria: upload a room photo, detect the floor, and overlay any of 60+ tiles. An auto-visualize mode uses AI room analysis to recommend tiles, with a custom tile upload, lead capture and a CRM drawer.

• Flask
• React
• Vite
• Claude
• fal.ai

ES-RAG Grievance Retrieval System 🔗

// CDIS, IIT Kanpur · 2025

Plain-English search over a government grievance portal: an LLM turns the query into Elasticsearch DSL, a semantic cache skips repeat work, and hybrid keyword + vector retrieval feeds a RAG answer. Cut manual filtering and search time by ~50%.

• Elasticsearch
• Sentence Transformers
• RAG
• LLMs
• Python

[Code] [Case study]

Evidence Analysis 🔗

// CDIS, IIT Kanpur · Kanpur Smart City · 2026

Evidence-image validation for Kanpur Smart City. Multi-factor scoring (variance, edge density, entropy, OCR layout) plus a voting pipeline flags documents that were uploaded where a site photo was expected.

• Python
• FastAPI
• React
• OCR
• Image processing

[Code] [Case study]

Radar Drone Classification private

// IIT Kanpur · 2024–25

Classifies drone type from multi-frequency (26–40 GHz) radar cross-section measurements interpolated with cubic splines across phi–theta angles. 96.6% accuracy.

• Python
• SciPy
• YOLO
• Radar RCS

[Case study]

Law Simplified 🔗

// 2026

Legal document intelligence: multilingual OCR, clause and entity extraction, schema-driven summaries, and RAG chat grounded in the uploaded document. Improved case-review efficiency by 60%.

• OCR
• Transformers
• RAG
• Streamlit

[Code] [Case study]