Airgap Graph.
Follow the connections.
Find the evidence.
An offline-first platform to explore entities, trace relationships, and ask grounded questions about architectural and engineering drawings.
HARSH JAIN / AI ENGINEER
Harsh Jain.
AI Engineer.harshf9.space
Harsh Jain, AI Engineer.
M.Sc. Computer Applications (AI/ML), IIIT Lucknow.
Interests: retrieval systems, knowledge graphs, computer vision, forecasting, and AI copilots.
I build AI systems for retrieval, document understanding, and forecasting. I’m currently studying AI/ML at IIIT Lucknow.
AI/ML at IIIT Lucknow / Bengaluru & Lucknow
AREAS OF WORK
Knowledge graphs
Retrieval systems
Computer vision
AI copilots
PROJECTS & RECOGNITIONWork at
Work at
a glance.
03Selected projects
378Gauge stations in FloodCast
Top 100OpenEnv Hackathon teams
01 / SELECTED WORK
Selected projects.Projects & Software
Projects in retrieval, knowledge graphs,
and climate intelligence.
CONTEXT REDUCTION
REPOSITORY CONTEXT8.7M
STRUCTURED CONTEXT2.1M
75.86% fewer input tokens · reported benchmarkRetrieval Funnel Toolkit.
A six-stage pipeline that maps a codebase and ranks architectural context. Less noise for the model. More room for what matters.
FLOOD FORECAST & DECISION SUPPORTFloodCast + Copilot.
Flood early warning with automated climate data pipelines, hybrid forecasting, and a natural-language copilot for real-world decisions.
Screenshots and technical details are available through each project’s case study above.
RECOGNITION
Hackathon recognition.Recognition & Photos
TOP100TEAMS
25–26 APRIL 2026 / BENGALURUMeta PyTorch OpenEnv
A little perspective, beyond the screen.
Meta PyTorch OpenEnv
Hackathon × Scaler
With teammate Sridip Basu, I secured a place among the Top 100 teams at the Meta PyTorch OpenEnv Hackathon × Scaler School of Technology.
Our Certificate of Excellence recognizes technical excellence and problem-solving ability.
Harsh Jain & Sridip Basu
02 / ABOUT
About me.About / Interests
I’m an AI engineer and an M.Sc. student at IIIT Lucknow.
My course is Computer Applications with a focus on AI/ML. I work on retrieval, knowledge graphs, computer vision, forecasting, and AI copilots.
I previously worked in account management. It taught me to understand what people need and communicate clearly.
I’m skilled in APIs, SDKs, and RAG.
I’m currently learning Decision Audio Models, CRMs, and harness engineering.
I use Claude Code to work efficiently and manage context to reduce token usage.
View my résuméTOOLS & TECHNOLOGIES
PythonSQLGitDockerKubernetesRedisKafkaLinuxAWSDatadogScriptingAPIsSDKsRAGPyTorchTransformersLangGraphFastAPIPostgreSQLNeo4jQdrantClaude Code
03 / EDUCATION & EXPERIENCEEducation &
Education &
experience.Education & Experience
My education and previous roles.
AIR 786IIT JAM Mathematics · 2025
M.Sc. Computer Applications (AI/ML)
IIIT Lucknow
Previously: B.Sc. (General), North Bengal St. Xavier’s College, Siliguri.
Data Analyst Intern
Climate Resilience Observatory · Govt. of Uttar Pradesh
Architected and deployed FloodCast. Connected five climate and geospatial sources to forecasting and decision support.
Account Manager
Sunrise Traders · Pune
Client accounts, pipeline tracking, financial reporting, and ledger reconciliation.
04 / HOBBIES
Hobbies
Riding in mountains
05 / PHOTOS
Photos
OPEN TO CONVERSATIONS
Get in touch.Contact Information
For work, projects, or questions,
you can reach me by email.
A LITTLE JOY, BEFORE YOU GO
