
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
nasifsafwan.me
Google Scholar32
citations, h-index 3, i10-index 2
as of Sep 2026
33 public repos, 999 contributions in the last year
LinkedInin/nasifsafwan
ResearchGateprofile/Md-Nasif-Safwan
Kagglenasifsafwan
IEEE Xploreauthor/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
6Contract Risk Operations Agent App
Ongoing, Q3 2026Turns signed contracts into monitored workflows: extracts terms, tracks obligations and renewal deadlines, raises risk events, and routes actions through human approval.
- FastAPI
- SQLAlchemy
- Next.js
- +3
Contract Risk Operations Agent App
Ongoing, Q3 2026Turns 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 2026Multi-tenant SaaS for office operations: one record for who is present, who is out, what is owed, and what needs a decision today.
- Next.js
- React
- Supabase
- +2
Office Management SaaS
Complete, Q3 2026Multi-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 2026KYC as a service: hosted verification links, document OCR, ID-to-selfie face match with liveness, transparent risk scoring, and an operator dashboard.
- FastAPI
- React
- PostgreSQL
- +3
Identity Verification (KYC) SaaS
Ongoing, Q3 2026KYC 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 2026Procurement system where AI proposes, deterministic code verifies, policy decides, and humans approve high-impact actions.
- FastAPI
- SQLAlchemy
- PostgreSQL
- +3
Procurement Negotiation Agent App
Ongoing, Q3 2026Procurement 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 2026Counterfeit 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.
- React
- React Native
- Fastify
- +4
Product Logistics Verification SaaS
Ongoing, Q3 2026Counterfeit 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 2026Browser extension that detects synthetic media on YouTube, TikTok and X in real time, backed by a Gemini-powered analysis pipeline.
- WXT
- React
- FastAPI
- +3
Deepfake Analyze Agent App
Ongoing, Q3 2026Browser 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
Selected publications
All on Scholar- T3SSLNet: Triple-method self-supervised learning for enhanced brain tumor classification in MRI
IEEE Access 2025Cited by 10
- Brain MRI ND-5 Dataset
IEEE Dataport 2024Cited by 10
- KbFL-XAI: Explainable knowledge-based federated learning for eye disease diagnosis
Biomedical Engineering Advances 2025Cited by 9
- OpthaNet: Attention-Integrated Architecture for High-Precision Multi-Class Ophthalmic Image Classification
Healthcare Technology Letters 2026Cited by 1



