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Ares19v/README.md 
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AI & MLOps Engineer  ·  Pune, India

Profile Views AWS Certified LinkedIn

Production-grade AI systems and cloud infrastructure. End-to-end pipelines — model training, evaluation, containerized deployment, real-time inference. Primary tracks: AI/MLOps and AWS Cloud.

Selected Work

Project What it does Stack Signal
Inspection-Engine Real-time PCB defect detection at the edge YOLOv11s · TensorRT · FastAPI · React 97.8% mAP50 ~12ms 80+ FPS
Echo Autonomous inbound voice agent for hospitals LiveKit · LLM · Sarvam STT/TTS · FastAPI EN/HI/MR DPDP compliant
Limitless Production RAG — hybrid search + re-ranking Pinecone · BM25 · CrossEncoder · FastAPI 80% eval score SSE streaming
Code-Autopsy Full-stack AI code review & root-cause fix engine Qwen2.5-7B (Fine-tuned) · PyTorch · Gradio fine-tuned 7B AST parsing instant fixes
RealEstate-GenAI-Crestline Architectural GenAI asset pipeline · internship LoRA · ComfyUI · Python custom-trained production
Skywalker-CloudStorageAWS Role-based cloud storage with AWS S3 backend Node.js · PostgreSQL · AWS S3 · EC2 RBAC PM2 rate limiting
Vanguard AI-powered AWS security posture scanner with auto-remediation boto3 · LLM API · FastAPI · React · Docker real-time threat detection dry-run safe

Stack

Languages   Python TypeScript SQL Bash C++

AI / ML & GenAI   PyTorch TensorFlow HuggingFace LangChain LiveKit Whisper Ultralytics OpenCV TensorRT CUDA LoRA ComfyUI Pinecone FAISS Groq scikit-learn Pandas NumPy Gradio

MLOps / Infra & Cloud   Docker GitHub Actions Doppler MLflow W&B PM2 Nginx Linux Prometheus Grafana

Cloud Platforms & AWS   AWS S3 EC2 Lambda RDS IAM CloudWatch ECR boto3 Render Vercel

Backend / APIs   FastAPI Uvicorn Node.js PostgreSQL Supabase Redis WebSockets

Frontend & UI   React Next.js Vite Tailwind CSS shadcn/ui Framer Motion

Stats

B.Tech Computer Science  ·  2025  ·  All systems production-ready.

Pinned Loading

  1. RealEstate-GenAI-Crestline RealEstate-GenAI-Crestline Public

    AI-driven architectural pipeline utilizing a custom-trained LoRA and ComfyUI to generate concept assets for Crestline Real Estate.

    Python

  2. Skywalker-CloudStorageAWS Skywalker-CloudStorageAWS Public

    A cloud storage platform deployed on AWS EC2 with S3 file vault, PostgreSQL metadata store, and role-based access control. Features bcrypt auth, session hardening, rate limiting, and PM2 uptime.

    HTML

  3. Limitless Limitless Public

    RAG pipeline with hybrid BM25 + vector search, cross-encoder re-ranking, and ReAct agent mode. Supports multi-document querying, streaming responses, and persistent memory. Evaluated at 80% on benc…

    Python

  4. Inspection-Engine Inspection-Engine Public

    Real-time PCB defect detection system powered by YOLOv11 and optimized for NVIDIA RTX 50-Series (Blackwell) edge inference.

    JavaScript

  5. Echo Echo Public

    AI voice agent for healthcare. Powered by LiveKit and LLMs to handle inbound patient calls, real-time appointment scheduling, and automated symptom triage with an integrated React admin dashboard.

    Python 1

  6. Code-Autopsy Code-Autopsy Public

    Full-stack code review tool powered by a fine-tuned Qwen2.5 7B model. Automatically analyzes buggy code, identifies root causes, and generates syntax-accurate fixes with a Gradio interface.

    Python