Chennai, India • Building deterministic AI systems that bridge LLM capability with production infrastructure
I build with a Spec-Driven mindset: contracts first, implementation next, refinement continuously. My engineering identity sits at the intersection of agentic AI orchestration, systems architecture under constraints, and high-empathy product execution.
- Pre-Anthropic Agent Skills architecture (June/July 2025) using deterministic markdown memory constraints
- Context engineering over prompt roulette: repo-to-LLM handoff pipelines with structured control
- Pragmatic infra evolution from GCP monolithic pain to cleaner cloud orchestration decisions
- Real-world outcomes over demo-only output
- 106 total repositories analyzed (41 original, 65 exploration/fork learning tracks)
- 278 search-indexed authored commits
- 5 authored PRs merged and 3 PRs reviewed
- 21+ tokenized UI flavors shipped in Maaxly design system exploration
- Polymath Android V4 branch: Jest suite expanded to 303 tests across 9 suites, plus Playwright coverage additions
- Ciggtrack self-optimization app: reduced 80+ weekly cigarette baseline by 50%
- OSS extension pattern: self-hosted PLane plus custom bulk import/export capability
- Hackathon rigor across QUBIC Tickchain (C++) and IBM WatsonX workflows
| Domain | Technologies |
|---|---|
| AI and Agentic | LangChain, LangGraph, LangSmith, OpenAI, Gemini, ElevenLabs, Retell AI, Qwen |
| Backend | Node.js, Express.js, FastAPI, Apache Kafka, Redis, WebSockets |
| Frontend | React, Next.js, Vite, TypeScript, TailwindCSS, Material UI, Google STITCH |
| Data and Storage | MSSQL, MongoDB, Neo4j, LanceDB, Supabase |
| Cloud and DevOps | Docker, Kubernetes, GCP VMs, Azure App Services, Azure Blob, Nginx, GitHub Actions |
| Tooling | n8n, Twilio, Unipile API, Postman, GitHub Copilot, Zed |
OpenAI
Gemini
LangChain
LangGraph
LangSmith
ElevenLabs
Retell AI
Qwen
Postman
n8n
Twilio
Supabase
Neo4j
MSSQL
| Project | Stack | Outcome |
|---|---|---|
| Maaxly | React, Node.js, Kafka, Redis, Docker | Spec-driven architecture, infrastructure learnings, multi-theme UI exploration |
| Polymath OS Android | React Native, Expo, TypeScript | Major UI revamp branch with large-scale test expansion and production-ready patterns |
| Polymath OS Web | Next.js, FastAPI, TypeScript | Knowledge-centric system with evolving endpoint integration and responsive architecture |
| PLane Extension | TypeScript, Docker, Cloudflare | Self-hosted OSS extended with custom bulk import/export workflows |
| Ciggtrack | Flutter, Firebase AI, Google Stitch | Behavior-change product with measurable personal impact |
| Career-Ops | Node.js, Playwright, AI APIs | End-to-end job search automation with scoring, tracking, and report generation |
| AienggPort | React, TypeScript, Vite | Portfolio system generalized into reusable community-friendly template patterns |
| OnboardFlow and QUBIC Tracks | JS and C++ | Enterprise workflow and low-level protocol exploration under hackathon constraints |
- AWS Certified Cloud Practitioner (CLF-C02)
- AWS re/Start Graduate
- Postman API Fundamentals Student Expert
- MongoDB University
- Llama 3 (DataCamp)
- Google Cloud AI/ML learning track
- Hackathons: QUBIC Tickchain, Google FI Money MCP, LabLab AI, IBM WatsonX sprint
- n8n Level 1 Community Certification
GitHub does not render script-based embeds, so these are direct clickable badge cards.
- Google Skills Public Profile: https://www.skills.google/public_profiles/1033425b-861c-4054-8944-26fd68d262f6
- IEEE Academic Paper: https://ieeexplore.ieee.org/document/11011841
- n8n Course Level 1 Badge: https://community.n8n.io/badges/104/completed-n8n-course-level-1?username=abishek_m
- AWS Certified Cloud Practitioner (Credly): https://www.credly.com/badges/17a2e950-2583-4d94-bbab-d91f00429332/public_url
- AWS re/Start Graduate (Credly): https://www.credly.com/badges/538c8463-874f-467e-933f-9ea94dd04eb2/public_url
- IBM Z Day 2025 - AI and Data (Credly): https://www.credly.com/badges/e4635602-baf8-4c70-9933-1ce324701361/public_url
- Software Engineer, cluBITS Solutions (Aug 2025 to Present)
- Freelance Fullstack Developer, Underdogs of Madras (Aug 2025 to Oct 2025)
- Software Developer Intern, cluBITS Solutions (Jan 2025 to Jun 2025)
- AI Developer Intern, Street League Commercials Pvt Ltd (Apr 2024 to Jun 2024)
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Bachelor of Engineering in Computer Science, St. Joseph’s Institute of Technology, Chennai (2022 to 2025)
CGPA: 7.55/10
IEEE publication on Sybil Attack Detection using CNN and Transformers in VANETs (96% accuracy) -
Diploma in Computer Science Engineering, Apollo Polytechnic College, Chennai (2019 to 2022)
Aggregate: 92%