Agentic AI Systems
Supervisor-worker orchestration, tool calling, sub-agent delegation, streaming, retries, and checkpointing.
Software Engineer · AI/ML
Building production
AI systems.
I take AI product ideas from architecture to reliable software—combining agent workflows, backend engineering, infrastructure, and deployment.
- Agentic AI
- RAG
- AI Automation
- Computer Vision
- Speech AI
Current focusAgentic AI · RAG · Automation
01 / Capabilities
Systems over
spectacle.
I work at the intersection of AI models, backend engineering, product requirements, and production infrastructure.
RAG & Document Intelligence
Ingestion, embeddings, contextual retrieval, structured extraction, validation, and evidence-grounded generation.
Applied AI
Real-time computer vision, speech intelligence, recommendation workflows, and optimized edge inference.
AI Product Engineering
Production APIs, asynchronous workflows, data systems, object storage, containers, and cloud deployment.
02 / Selected work
Built for the
real world.
Selected production systems where the hard part was connecting intelligence to reliable workflows.
01 / Agentic systems In development
Production AI
Orchestration Platform
Building a supervisor-worker platform that turns complex requests into coordinated agent execution across tools, models, and long-running workflows.
- System
- Parallel and sequential execution, sub-agent delegation, streaming updates, retry handling, and persistent checkpoints.
- Ownership
- AI workflow architecture, FastAPI services, provider integrations, usage tracking, and production failure handling.
02 / Logistics · AccountingDocument intelligence
AI Document Processing
& Invoice Automation
Built document pipelines that transform unstructured invoices and business files into validated data and downstream actions.
- System
- Upload → separation → classification → OCR and extraction → verification → secure storage → ERP or CRM routing → notification.
- Ownership
- Document classification and extraction, OCR and LLM workflows, human review, scalable backend services, and integrations.
03 / Developer productivity
BetterBugs AI
AI capabilities for bug reproduction, contextual analysis, and resolution assistance inside an intelligent developer platform.
OwnedDjango backend, MCP and OAuth integrations, LLM workflows, and vector database integration.
04 / Sales automation
AI Calling System
Automated outbound calling and follow-up workflows connecting conversational AI to practical campaign operations.
OwnedCalling workflows, STT/TTS integration, email verification, meeting scheduling, and bulk CSV processing.
05 / Edge AI · Computer visionReal-time inference
Vision at the Edge
Optimized object detection and face recognition for constrained hardware, and built live surveillance workflows across multi-camera RTSP streams.
- System
- Face embeddings, people tracking, weapon detection, alert generation, and on-device model execution.
- Ownership
- RTSP integration, real-time monitoring, TensorFlow Lite optimization, and RK3566 NPU deployment.
More product systemsExpand archive +
Product Classification ML
Multi-label categorization with confidence-based predictions, human review, inference APIs, and a retraining pipeline.
Fashion Companion AI
Wardrobe intelligence using authentication, purchase-history analysis, categorization, and personalized recommendations.
Whisper Audio Pipelines
Server-side transcription with speaker diarization, identification, and word- and sentence-level timestamps.
Dance Analysis AI
Backend services for performance analysis, recommendations, AI avatars, speech services, and payments.
03 / Experience
Increasing
ownership.
A career built around taking larger parts of the product and engineering lifecycle into my hands.
Now
May 2026 — Present
ViitorCloud Technologies
Software Engineer — AI/ML
Building agentic AI orchestration, enterprise RAG and document intelligence, financial due diligence workflows, and the backend infrastructure that supports long-running AI execution.
Nov 2025 — Apr 2026
Linearloop Pvt Ltd
AI/ML Engineer — L2
Promoted to L2Led AI projects from requirements and system architecture through development, deployment, production support, and mentoring—across surveillance and fashion technology.
May 2024 — Oct 2025
BetterBugs / Linearloop
Founding AI/ML Engineer
Built production AI backend services, intelligent developer tooling, MCP and OAuth integrations, vector workflows, and deployed speech intelligence pipelines.
04 / Technical stack
Tools chosen by
the problem.
Strongest in Python and AI backend engineering, with broad experience across the systems needed to ship.
AI Systems
LLMs · Agentic AI · RAG · LangGraph · LangChain · MCP · Prompt Engineering · Embeddings · Vector Search · Tool Calling
Backend
Python · FastAPI · Django · REST APIs · SQLAlchemy · Celery · PostgreSQL · MySQL · MongoDB
Data & Infrastructure
Qdrant · ChromaDB · Pinecone · Redis / Valkey · MinIO · Docker · Asynchronous Processing
Applied AI
TensorFlow · Keras · Scikit-learn · PyTorch · Hugging Face · YOLO · Whisper · OpenCV · OCR
Cloud & Delivery
AWS · Azure · GCP · GitHub Actions · CI/CD · Linux · Git · MLflow
Product & Automation
JavaScript · SQL · C++ · Java · Angular · Vue.js · n8n · Google APIs · Slack API
05 / About
Builder at the
full system level.
I’m an AI and product engineer who enjoys turning ambiguous problems into working systems. My best work happens where models meet backend logic, product constraints, and production infrastructure.
I care about understandable architecture, reliable execution, and building the review and failure paths that make AI genuinely useful—not just impressive in a demo.
Based inAhmedabad, India
EducationB.E. Computer Engineering
SAL College · 2020–2024
SAL College · 2020–2024
Awards at Linearloop
Above & Beyond · Jan 2025Jugaad King · Jun 202406 / Contact