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Shipping With Momentum.

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Open to Opportunities

DanishA.G.

AI Engineer who was studying Biology three years ago.

Since the Switch: 35+ Patents Filed, 3+ Research Papers Published (IEEE + Q1 SCIE), ₹2.5L+ Won Across National Hackathons, and 20+ AI Systems Shipped to Production. Still in Undergrad.

Every Claim on This Page Has Proof. Scroll to Verify.

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Patents Filed

0+

Papers Published

0.0L+

Hackathon Wins

0+

Systems Shipped

National Hackathon WinnerIIT Guwahati + K!Hacks 3.0
35+ Patented InnovationsAcross 6 Domains, Filed 2024-25
3+ Research Papers1 IEEE + 2 Q1 SCIE Published
ISRO TrainedIn-Plant Training, Mahendragiri
AWS CertifiedSolutions Architect & GenAI Pro
Microsoft CertifiedFabric Data Engineer Associate
Oracle CertifiedAI Vector Search & GenAI Pro

Achievements 0/9

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📜
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AI EngineerDeep LearningQuantum MLLangChainRAGPyTorchAWS CertifiedMicrosoft CertifiedOracle CertifiedHackathon Winner3+ Papers PublishedISRO TraineePatent Holder
PYTHON | PYTORCH | LANGCHAIN | AWS | OPENCV | TENSORFLOW | RAG | DOCKER | KUBERNETES | NEXT.JS |

Biology kid turned AI builder.

From Nagercoil to Chennai, I Pivoted From Biology to CS, Built Fundamentals From Scratch, and Now Ship AI Systems.

SPACE TECH

ULOG3 Cube Satellite

Ground Station Engineer. Image processing for a real satellite. 2.5+ years.

Deep LearningOpenCVSatellite

DL Model Accuracy

8+Models
25%Acc. Gain

RESEARCH

Quantum & Neuromorphic

3+ research papers published, Neuron Nexus (IEEE) + 2 Q1 SCIE journals. Active at CQST, CIT.

ResearchBCIQuantum
3+Papers
Q1SCIE Journals
CQSTActive

LEADERSHIP

IAS Program

Selected for Dr. V. Iraianbu's leadership program, blending policy thinking with tech.

PolicyGovernanceSelected

HACKATHONS

Hackathon Champion

Won at IIT Guwahati + K!Hacks 3.0. Total prize money ₹2.5L+.

National Winner
2Wins
7Total
36hBest

ROOTS

Nagercoil, Kanyakumari

Southern tip of India. Where the journey began. Biology background gave unique perspectives on neural networks and brain-inspired computing.

Tamil NaduNeural LensBiology → AI
V1Full story on V1

Look Deeper.

Move Your Cursor to Reveal the Technical Layer Beneath.

34

Patents Filed

6 Domains: AI, Climate, IoT, Health, Safety, Infrastructure

8+

Internships

Way.com, ISRO, ULOG3, BSNL, Postulate, Corizo, HPE

92%

AI Proficiency

PyTorch, TensorFlow, OpenCV, GANs, CNNs, NLTK

3

Research Papers

1 IEEE + 2 Q1 SCIE, Neuron Nexus & More

Move cursor to reveal

Technical Depth.

10 Domains From AI to System Design, Built Through Real Projects.

CORE

Advanced

AI & Deep Learning

92% Proficiency

PythonPyTorchTensorFlowKerasOpenCV+5

FRONTIER

Advanced

GenAI & LLMs

88% Proficiency

LangChainRAGLLMsPrompt Eng.Vector DBs+3

AGENTS

Advanced

Agentic AI

80% Proficiency

Agentic AIMCPLangGraphMulti-AgentTool-Use+2

WEB

Advanced

Full-Stack Dev

85% Proficiency

ReactNext.jsTypeScriptNode.jsTailwind+2

CLOUD

Intermediate

Cloud & Infra

78% Proficiency

AWSEC2S3LambdaSageMaker+3

DEVOPS

Intermediate

DevOps & CI/CD

72% Proficiency

DockerGitHub ActionsCI/CDVercelGit+2

SECURITY

Intermediate

Cybersecurity

72% Proficiency

PentestingZero TrustForensicsIRGRC+1

DATA

Intermediate

Data & Analytics

75% Proficiency

PandasScikit-learnTableauPower BISQL+2

SYSTEMS

Intermediate

System Design

68% Proficiency

System DesignMicroservicesAPI DesignWebSocketsEvent-Driven+1

RESEARCH

Active

Quantum & BCI

55% Proficiency

Quantum MLBCINeuromorphicCQST

Skill Coverage Heatmap

COREFRONTIERAGENTSWEBCLOUDDEVOPSSECURITYDATASYSTEMSRESEARCHPythonPyTorchTensorFlowKerasOpenCVCNNsGANsTransformersHuggingFaceNLTKLangChainRAGLLMsPrompt Eng.Vector DBsFine-TuningMLOpsNLPAgentic AIMCPLangGraphMulti-AgentTool-UseA2ACrewAIReactNext.jsTypeScriptNode.jsTailwindFramer MotionREST APIsAWSEC2S3LambdaSageMakerIoTDockerTerraformDockerGitHub ActionsCI/CDVercelGitLinuxKubernetesPentestingZero TrustForensicsIRGRCAI SecurityPandasScikit-learnTableauPower BISQLMatplotlibNumPySystem DesignMicroservicesAPI DesignWebSocketsEvent-DrivenDistributedQuantum MLBCINeuromorphicCQST

Legend

Low
Mid
High

Opacity Maps to Domain Proficiency. Hover Cells for Details.

Strongest Tools

Python
92%
PyTorch
88%
LangChain
85%
AWS
78%
RAG
82%

Cross-Domain

AI + CloudSecurity + MLData + GenAI

From Losses to Wins.

The Trajectory That Turned 4 Losses Into 2 National Wins.

attemptlosswinFirst Ha…State Le…Close Mi…QualifierIIT-G ₹1LRunner-upK!Hacks …₹2.5L+ T…

Key Inflection Points

  • Finals reached — learned deployment polish matters
  • First win at IIT-G — applied all prior lessons
  • K!Hacks win — validated repeatable formula

Wins

₹1LIIT Guwahati
₹1.5LK!Hacks 3.0

Iteration Lessons

Scope > features; demo quality wins rounds

Production AI + clear demo = repeatable wins

Win
Loss
Attempt

Lessons Learned

Scope Kills Speed

First Loss Taught Rapid Prototyping > Perfection

Demo > Deck

Working Code Beats Presentation Slides Every Time

Stack the Team

Complementary Skills Multiply Output 3×

Wins

IIT Guwahati1,00,000
K!Hacks 3.01,50,000

Interactive Force-Directed Graph Showing How Skills, Projects, Patents, and Experience Interconnect. Hover Text Above to See Variable Font Proximity Effect.

Interactive force-directed proof constellation showing 75 nodes across skills, projects, patents, wins, certifications, and work experiences, connected by 144 edges. Hover nodes for details; use filter buttons to isolate categories.
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