Computer Science Engineering student specializing in Cloud Computing at Alliance University, Bengaluru (2023–2027). My project work includes container deployment on AWS ECS/Fargate, CI/CD automation and ML-assisted pipeline reliability. I am seeking Cloud Computing / DevOps internship opportunities.
Public artifacts, owner-reported work and research scope are labeled separately. Editable fields mark missing facts.
Main projects
AI / LLM engineering
VYOM 4B
A Qwen3.5-4B adaptation for a Hinglish conversational persona.
- Problem
- Adapt conversational behavior and tone for a Hinglish assistant.
- Technical approach
- The public model card documents supervised 16-bit LoRA fine-tuning on persona Q&A and provides Transformers inference code.
- My contribution
- EDIT(owner): confirm your individual contribution and collaborators.
- Technologies
- Qwen3.5-4B · LoRA · 16-bit · Transformers · Kaggle T4
- Architecture & decisions
- Adapter-based fine-tuning is documented. EDIT(owner): explain dataset choices, evaluation and your implementation responsibilities.
- Implementation status
- Published model · prototype
- Known limitations
- No benchmark, safety evaluation or production-service claim. The model card documents LoRA, not QLoRA.
- Engineering focus
- Fine-tuning configuration, dataset design and model packaging are the engineering focus; individual ownership awaits confirmation.
- Evidence
- Public model card checked on 2026-10-22.
Model card
Traffic / computer vision / QUBO research
QuantumFlow-BLR
In-progress research on hybrid traffic-signal optimization for Bengaluru.
- Problem
- Investigate traffic-signal decisions under changing traffic conditions.
- Technical approach
- Computer vision and QUBO are the requested research scope. A working end-to-end implementation has not been verified.
- My contribution
- EDIT(owner): confirm your individual contribution and collaborators.
- Technologies
- Research: CV / QUBO · Candidate: Qiskit · Candidate: SUMO
- Architecture & decisions
- EDIT(owner): identify implemented modules, objective/constraints, baseline and simulation setup. Candidate technologies from owner notes are not labeled as completed integrations.
- Implementation status
- Research in progress
- Known limitations
- No verified live traffic feed, deployment, optimization gain or completed computer-vision integration.
- Engineering focus
- Problem formulation, optimization constraints and experimental evaluation are the intended engineering focus.
- Evidence
- Owner inventory and requested scope only; code/evaluation evidence pending.
EDIT(owner): add a verified public source or project link.
Applied AI / image workflows
Fashion AI Studio
Owner-described Gradio notebook for SDXL-based generation and editing.
- Problem
- Explore controllable fashion-image generation and editing workflows.
- Technical approach
- Owner notes describe a Kaggle notebook with generation, image-to-image and mask-editing tabs.
- My contribution
- EDIT(owner): confirm your individual contribution and collaborators.
- Technologies
- Gradio · SDXL family · Kaggle notebooks
- Architecture & decisions
- Notebook plus interactive controls is the described prototype structure. EDIT(owner): confirm checkpoint, mask flow and implemented automation.
- Implementation status
- Owner-described prototype
- Known limitations
- Garment analysis and automation are not verified as completed. No quality or latency metrics are claimed.
- Engineering focus
- Model integration, input/mask handling and reproducible notebook execution are the engineering focus.
- Evidence
- Owner inventory only; implementation evidence pending.
EDIT(owner): add a verified public source or project link.
DevOps / cloud / ML delivery
AI-Driven CI/CD Pipeline with Failure Prediction
ML-assisted failure prediction integrated with a reproducible Jenkins pipeline.
- Problem
- Investigate whether build-risk classification can inform deployment decisions.
- Technical approach
- The supplied resume reports training a classifier on historical pipeline data, adding a Jenkins risk gate and containerizing the workflow with Docker Compose.
- My contribution
- Resume-reported: classifier training, Jenkins gate integration and Docker Compose workflow.
- Technologies
- Python · scikit-learn · Jenkins · Docker Compose
- Architecture & decisions
- Separate prediction from the pipeline gate and reproduce the environment with containers, as described in owner notes. EDIT(owner): confirm features, gate policy and validation split.
- Implementation status
- Resume-reported prototype
- Known limitations
- No verified accuracy, false-positive rate, production use or deployment improvement.
- Engineering focus
- CI integration, classifier boundaries and reproducible infrastructure are the engineering focus.
- Evidence
- Owner resume supplied on 2026-10-22. Repository URL is recorded in the resume, but public access has not been verified.
EDIT(owner): add a verified public source or project link.
Lab
AI integration / Telegram
Gini 2.0
A public-source assistant using Gemini for claim analysis and chat.
- Problem
- Make AI-assisted claim analysis accessible through a conversational interface.
- Technical approach
- The repository describes Gemini integration and a Telegram assistant.
- My contribution
- Resume-reported: built Gini 2.0 for the Google Gen AI Hackathon, Bengaluru, August 2025.
- Technologies
- Python · Gemini API · Telegram
- Architecture & decisions
- EDIT(owner): document source-handling choices and your implemented modules.
- Implementation status
- Public source · runtime unverified
- Known limitations
- Model-generated analysis is not proof of factual correctness; no accuracy claim.
- Engineering focus
- API integration and conversational workflow design.
- Evidence
- Public repository description checked on 2026-10-22.
Source
Web tooling / prompt workflows
Prompt Forge Studio
A public-source Next.js tool for engineering and managing prompts.
- Problem
- Organize reusable prompts and their refinement workflow.
- Technical approach
- The public repository describes Next.js 15 and Gemini integration.
- My contribution
- EDIT(owner): confirm your individual contribution and collaborators.
- Technologies
- Next.js 15 · Gemini integration
- Architecture & decisions
- EDIT(owner): confirm persistence, prompt versions and individual contributions.
- Implementation status
- Public source · runtime unverified
- Known limitations
- Feature completeness and live-service availability are not verified.
- Engineering focus
- Web application structure and reusable workflow design.
- Evidence
- Public repository description checked on 2026-10-22.
Source
Cloud / containers
AWS ECS / Fargate Application
Container migration from EC2 to ECS/Fargate with VPC routing and logging.
- Problem
- Understand how a container image becomes a networked application service.
- Technical approach
- The supplied resume reports EC2-to-Fargate migration, public/private subnets, security groups, ALB routing, reusable task definitions, ECR builds and CloudWatch logging.
- My contribution
- Resume-reported: migration, VPC/networking design, task definitions and build/deployment configuration.
- Technologies
- Docker · ECR / ECS · Fargate · VPC / ALB
- Architecture & decisions
- EDIT(owner): confirm implemented networking, IAM, deployment process and cost controls.
- Implementation status
- Resume-reported prototype
- Known limitations
- No verified public deployment, uptime, cost or deployment-time claim.
- Engineering focus
- Container delivery, networking and observability boundaries.
- Evidence
- Owner resume supplied on 2026-10-22; public repository existence checked. Individual implementation claims are resume-reported.
Source
Bot engineering / persistence
FURSAT Bot
Owner-described Discord bot with commands, moderation and ranking.
- Problem
- Support community commands and persistent member state.
- Technical approach
- Owner notes describe Discord.js v14, prefix commands and MongoDB/Mongoose.
- My contribution
- EDIT(owner): confirm your individual contribution and collaborators.
- Technologies
- Discord.js v14 · MongoDB · Mongoose
- Architecture & decisions
- EDIT(owner): confirm command organization, permissions and persistence design.
- Implementation status
- Implementation status awaiting confirmation
- Known limitations
- Code availability, deployed functionality and uptime are not verified.
- Engineering focus
- Event-driven commands, permissions and data persistence.
- Evidence
- Owner inventory only; implementation evidence pending.
EDIT(owner): add a verified public source or project link.