Team
Nasif Safwan

Nasif Safwan

Software Developer at Ledgercross

AI researcher and software developer known for collaborative leadership, rapid learning, and translating complex ideas into practical systems. Driven by applying intelligent computing to human health and understanding the mechanisms behind cognition, with experience leading research teams and building reliable AI solutions. I enjoy working at the intersection of scientific research and real-world technology, where ideas can develop into systems with meaningful impact.

Dhaka, Bangladesh

Portfolio

nasifsafwan.me

Google Scholar

32

citations, h-index 3, i10-index 2
as of Sep 2026

GitHubnasifsafwan

33 public repos, 999 contributions in the last year

LinkedIn

in/nasifsafwan

ResearchGate

profile/Md-Nasif-Safwan

Kaggle

nasifsafwan

IEEE Xplore

author/483751377404717

Que será, será

Ask me about

  • Computer vision
  • Full-stack development
  • MLOps
  • Image processing
  • Data science

Fun fact

I love football. My models find the back of the net more often than I do ⚽

Projects at Ledgercross

6

Contract Risk Operations Agent App

Ongoing, Q3 2026

Turns signed contracts into monitored workflows: extracts terms, tracks obligations and renewal deadlines, raises risk events, and routes actions through human approval.

Role: Software Developer

Turns signed contracts into monitored workflows: extracts terms, tracks obligations and renewal deadlines, raises risk events, and routes actions through human approval.

Built most of the frontend (contracts list and report, obligations, risk workspace, review queue, approvals, tasks and integrations) and hardened the extraction and notice-letter agents.

  • Contract ingestion and term extraction
  • Deterministic obligation and renewal tracking
  • Risk events with approval gates
  • Multi-tenant roles with an audit log
  • FastAPI
  • SQLAlchemy
  • Next.js
  • Gemini
  • Document AI
  • Clerk

Office Management SaaS

Complete, Q3 2026

Multi-tenant SaaS for office operations: one record for who is present, who is out, what is owed, and what needs a decision today.

Role: Software Developer

Multi-tenant SaaS for office operations: one record for who is present, who is out, what is owed, and what needs a decision today.

Started the product and shipped the first MVP: workspace setup and membership onboarding, the performance index, SSLCommerz billing, email notifications and the landing page.

  • Attendance, leave and task tracking
  • Meetings, notices and anonymous complaints
  • Manager review queue with a full audit log
  • Subscription billing
  • Next.js
  • React
  • Supabase
  • PostgreSQL
  • SSLCommerz

Identity Verification (KYC) SaaS

Ongoing, Q3 2026

KYC as a service: hosted verification links, document OCR, ID-to-selfie face match with liveness, transparent risk scoring, and an operator dashboard.

Role: Software Developer

KYC as a service: hosted verification links, document OCR, ID-to-selfie face match with liveness, transparent risk scoring, and an operator dashboard.

Built face verification and liveness v1, then the iOS document and liveness capture SDKs.

  • Document OCR and tamper detection
  • Face match with liveness
  • Transparent weighted risk score
  • Signed PDF reports, bulk invites and webhooks
  • FastAPI
  • React
  • PostgreSQL
  • InsightFace
  • Google Cloud
  • Terraform

Procurement Negotiation Agent App

Ongoing, Q3 2026

Procurement system where AI proposes, deterministic code verifies, policy decides, and humans approve high-impact actions.

Role: Software Developer

Procurement system where AI proposes, deterministic code verifies, policy decides, and humans approve high-impact actions.

Scaffolded the web app with a typed API client and sign-in, then built PDF text extraction, tenant-scoped retrieval, canonical item matching and the line-type classifier.

  • Supplier quote ingestion and line extraction
  • Controlled negotiation drafts
  • Evidence-backed procurement ledger
  • Autonomy levels, policy settings and a full audit trail
  • FastAPI
  • SQLAlchemy
  • PostgreSQL
  • Gemini
  • React
  • TanStack Router

Product Logistics Verification SaaS

Ongoing, Q3 2026

Counterfeit detection for physical products: every item gets a verifiable identity, each scan is risk-scored in real time, and provenance is anchored in an on-chain registry.

Role: Software Developer

Counterfeit detection for physical products: every item gets a verifiable identity, each scan is risk-scored in real time, and provenance is anchored in an on-chain registry.

Added the superadmin, manufacturer and store dashboards, container tracking, Keycloak sign-in and a one-command Docker setup.

  • Scan-to-verdict product identity check
  • Real-time counterfeit risk scoring
  • Impossible-travel detection across scan locations
  • Manufacturer onboarding and a mobile scanner app
  • React
  • React Native
  • Fastify
  • FastAPI
  • Supabase
  • Solidity
  • Keycloak

Deepfake Analyze Agent App

Ongoing, Q3 2026

Browser extension that detects synthetic media on YouTube, TikTok and X in real time, backed by a Gemini-powered analysis pipeline.

Role: Software Developer

Browser extension that detects synthetic media on YouTube, TikTok and X in real time, backed by a Gemini-powered analysis pipeline.

Connected the extension's frame batches to the analysis agent and improved frame buffering.

  • Real-time scanning while the video plays
  • Chrome, Edge and Firefox support
  • Verdict cache so repeat videos return instantly
  • Backend that scales to zero between scans
  • WXT
  • React
  • FastAPI
  • Gemini
  • Cloud Run
  • Pub/Sub

More from the team

Everyone