A Abishai K C // AIML
Abishai K C // AIML
EST. 2024
Abishai K C//

Decision Intelligence

Building AI systems that move from theory to impact — combining LLMs, causal inference, and agentic reasoning.

01
SYSTEMS
TECHNICAL SPECS
Focus
Causal AI / Agentic Systems
Stack
Python · LLMs · RAG · FastAPI
Systems
End-to-End AI Pipelines
Domain
Enterprise AI
PROJECT
ARMATURE
Multi-tenant agent platform
with isolated tool execution
VIEW PROJECT
CAUSAL AI
LLMs
RAG Systems
AGENTIC AI
About // 02

Step into my world of AI & product thinking

I build AI-driven systems that move from concept to deployment — combining research, data, and user-focused design to create real-world impact.

Experience building AI products
IDENTITY
AI Researcher & Product Builder
2024 — Present
Research Intern — GNS AI
FinTech & HealthTech AI systems
2026 — Present
AI Engineering Intern — Matrix Maven
Enterprise AI & LLM systems
2020 — 2023
Foundations in AI, ML & product experimentation
Self-directed research & prototypes
My tool stack
Core
Python·Machine Learning·Deep Learning·Data Analytics
AI Stack
LLMs·RAG·Fine-tuning·Agent Systems
Dev Stack
React·TypeScript·Flask·FastAPI·Nginx
Infra & Tools
Git·Qdrant·Haystack·SQLAlchemy·IBM LinuxONE
Contact now
Email
abishaioff@gmail.com
Phone
+91 8667331224
Location
Tamil Nadu, India
// Open to AI, product, and research opportunities
Selected Work // 03
2024 — 2026
Agent Platform
Context Engine
Observability
Causal AI
Signal
Simulation
Personalization
Autonomous Agents
Developer AI
Cloud Native
Decision Intelligence
Marketing AI
Climate Risk
Adaptive Systems
Scroll to advance
01 07
Trajectory // 04

Trajectory

Milestones, research, and competitions — the journey from first prototype to enterprise AI.

March 2024
Gidy Techpreneur — 1st Place
National Competition

Secured 1st place among 100+ teams with FiscalAI — an AI-driven system for GDP prediction and intelligent budget allocation. Focused on combining data modeling with real-world policy relevance.

Winner
July 2024
Research Intern — GNS AI
FinTech & HealthTech

Contributed to research across FinTech and HealthTech domains, working on product-oriented AI solutions. Identified problem spaces, aligned with stakeholders, and translated ideas into functional prototypes.

Internship
February 2025
KU Hackathon — Top 10 Finalist
Kalinga University · 24 Hours

Participated in a 24-hour national hackathon at Kalinga University. Traveled over 1,500 km to compete and secured a Top 10 position among leading teams from IITs and NITs.

Finalist
June 2025
Breaking the Brain — Workshop Host
LLM Workshop

Designed and conducted a hands-on workshop on Large Language Models. Covered model architecture, fine-tuning workflows, and guided participants through practical implementation.

Speaker
August 2025
NASSCOM Developer Confluence — Research Presenter
Saveetha Engineering College

Shortlisted to present research on context awareness in small language models. Represented Saveetha Engineering College and engaged with industry experts on system design and optimization strategies.

Research
March 2026
NIT Trichy Hackathon — Winning Team
National Hackathon

Led a team to victory at a national-level hackathon hosted by NIT Trichy. Built and delivered a high-impact AI solution under competitive conditions, reinforcing strengths in rapid prototyping and execution.

Winner
April 2026
AI Engineering Intern — Matrix Maven
Enterprise AI · Current

Working on enterprise-grade AI systems integrating LLMs, OCR pipelines, and agent-based workflows. Building end-to-end solutions and documenting system behavior for scalable deployment.

Internship
June 2026
ABB-Accelerator — Top 6 of 1,700+ Teams
National Hackathon

Built Vigil, a Kubernetes observability engine with zero-trust falsification and real-time dependency graph analysis, presenting the platform directly to ABB leadership.

Top 6
Certifications // 05

Credentials

Continued learning across data, generative AI, and the modern AI stack — drag, click, or tap to browse.

01 / 05
Coursera · Google
Google Data Analytics — Professional Certificate
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Google Data Analytics Professional Certificate
Coursera · Google Cloud
Multimodal Retrieval Augmented Generation (RAG) with Vertex AI Gemini
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Multimodal RAG with Vertex AI Gemini
Coursera · DeepLearning.AI
Generative AI for Everyone
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Generative AI for Everyone
Coursera · Google
Ask Questions to Make Data-Driven Decisions
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Ask Questions to Make Data-Driven Decisions
Coursera · Google Cloud
Introduction to Vertex AI Studio
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Introduction to Vertex AI Studio
Contact // 06

Get InTouch

Don't be shy

Let's build something real.

Open to AI, product, and research opportunities — collaborations, internships, or just a good problem to solve. Reach out through any channel below.

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