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Generative AI Engineer | LLM • RAG • Voice AI

HI|||||||| THERE
I'M DEEPAKSHI
AI ENGINEERFULL STACK
DEVELOPER

7+
AI projects shipped
Production
Voice AI · RAG · Multi-Agent
~50%
LLM inference cost reduction
GCP · AWS
Multi-cloud deployment

BUILDING SCALABLE
AI PRODUCTS WITH
LLMs, MULTI-AGENT
SYSTEMS & VOICE AI.

AI Engineer shipping production LLM systems, real-time voice AI (LiveKit · Twilio · WebRTC), and multi-agent architectures (LangGraph · AutoGen). Strong in RAG, FastAPI backends, and multi-cloud deployment on GCP and AWS.

ABOUT ME

Passionate about creating meaningful digital experiences

21

2025 Grad

B.Tech

CSE (AI & DS)

7.8

CGPA

I am an AI Engineer with hands-on experience building and deploying real-world AI systems using LLMs, RAG pipelines, and conversational AI. I specialize in scalable backend systems, real-time voice AI, and multi-agent architectures.

I have shipped production-grade systems involving voice automation, document intelligence, and AI-powered workflows — with a focus on low latency, cost-efficiency, and developer ergonomics.

I enjoy solving real-world problems using AI and building systems that improve efficiency and reduce manual effort.

Resume — coming soon

Personal Details

Email

deepakshis21@gmail.com

Location

Gurugram, India

Freelance

Available

Hobbies & Interests

🏸 Badminton
🎧 Music
🎬 Movies
💻 Coding
📚 Reading
✈️ Traveling
🏊 Swimming
🎮 Gaming
MY EXPERTISE

SKILLS

The toolkit I use to ship Gen-AI products: LLMs, RAG, voice AI, multi-agent orchestration, and the backend systems behind them.

Python / JavaScript / TypeScript95%
LLM · RAG · NLP92%
LangChain · LangGraph · AutoGen90%
Voice AI · WebRTC · LiveKit · Twilio88%
FastAPI · Backend Systems90%
React · Next.js82%
Vector DBs (Chroma · Pinecone) · Neo4j · Redis · Postgres85%
GCP · AWS · Docker · CI/CD80%

Education

B.Tech in Computer Science (AI & Data Science)

Chandigarh Group of Colleges, Landran, India

2021 - 2025 | CGPA: 7.8/10 (78%)

MY PORTFOLIO

PROJECTS

A curated selection of my best development projects that showcase my skills and expertise.

AI Voice Calling Assistant

★ Featured
Flagship · Voice AI Platform2025

Built a real-time AI voice calling system supporting inbound and outbound automation using a multi-agent architecture.

Developed a WhatsApp AI agent for conversational interactions across customer touchpoints.

Built a campaign system to manage large-scale calling workflows with concurrency and billing controls.

Implemented RAG for context-aware conversations grounded in customer knowledge bases.

Designed low-latency real-time communication using LiveKit; integrated Twilio + telephony APIs for scalable calling.

Impact: automated calling workflows end-to-end, significantly reduced manual effort, shipped a production-ready system.

PythonFastAPILiveKitTwilioRedisSupabaseLangChain

AI Task Manager — Multi-Agent System

★ Featured
Multi-Agent · Voice + LangGraph2025

Developed a multi-agent AI system to manage tasks via natural language and voice interaction.

Built specialized agents for task creation, tracking, and completion with hand-off via LangGraph workflows.

Integrated voice interaction for hands-free task management; enabled real-time updates and live task monitoring.

Impact: reduced manual task-management effort by ~40%.

LangGraphFastAPINext.jsFirebase

Chat with PDF — RAG System

★ Featured
RAG · Document Intelligence2024

Built an end-to-end RAG-based document Q&A system with PDF parsing, chunking, embeddings, and retrieval.

Created an embedding pipeline backed by a vector database (ChromaDB) for context-aware answers.

Designed a full-stack interface for user interaction over uploaded documents.

Impact: improved document search and retrieval accuracy versus keyword baselines.

PythonLangChainChromaDBPyMuPDF

LLM Audio QA Automation

Speech + LLM · Pipeline Automation2024

Developed an AI system to process audio files and extract structured insights end-to-end.

Converted speech to text using Whisper ASR; applied LLMs for question–answer extraction.

Generated structured reports automatically from raw audio inputs.

Impact: automated previously manual audio-analysis workflows.

WhisperLLMFastAPI

Conversational AI (Dialogflow CX)

Conversational AI · Multi-Agent2024

Built a multi-agent conversational AI system with agents for chat, task assignment, and tracking.

Integrated RAG for memory and long-context grounding across conversations.

Created structured workflows for user engagement and intent routing.

Dialogflow CXGeminiLLM

LLM Cost Optimization

LLMOps · Inference Efficiency2024

Optimized LLM performance and reduced inference cost across production workloads.

Applied prompt optimization, response caching, and model selection / routing.

Reduced token usage and latency on common request paths.

Impact: achieved ~50% cost reduction.

Prompt EngineeringModel RoutingLLMOps

Sales Prediction Model

Classical ML · Forecasting2024

Built an ML model to predict store sales using historical data.

Performed data preprocessing and feature engineering on retail time-series data.

Applied ML algorithms for prediction and evaluated model performance against baselines.

Pythonscikit-learnPandas
WORK HISTORY

EXPERIENCE

Currently working on multi-agent AI systems, voice AI with real-time interaction, and advanced RAG pipelines.

AI Engineer

sftwtrs.ai

Feb 2025 – Present | Gurugram, India

Built real-time conversational AI systems for inbound and outbound voice automation.

Designed voice AI pipelines using LiveKit + Twilio with low-latency real-time communication.

Developed RAG-based systems for context-aware conversations grounded in customer knowledge bases.

Owned scalable backend systems handling concurrency, billing, and agent workflows.

Worked across cloud deployment on GCP and AWS for production AI services.

WHAT I OFFER

SERVICES

Bringing ideas to life with full-stack development and scalable solutions tailored to your needs.

AI & LLM Solutions

Building production-grade RAG systems, autonomous agents, and fine-tuning LLMs (GPT-4, Llama) for specific enterprise use cases.

01

Voice AI Systems

Developing real-time, low-latency voice assistants using LiveKit and WebRTC to enable natural, conversational user interactions.

02

Full-Stack Development

Creating scalable web applications with Next.js, React, and robust backends using FastAPI/Python, tailored to business needs.

03

Backend & API Design

Designing high-performance RESTful APIs, Microservices, and WebSocket architectures for seamless data communication.

04

Cloud & DevOps

Deploying secure, scalable applications on AWS/GCP using Docker and CI/CD pipelines to ensure reliability and uptime.

05

Automation Pipelines

Engineered automated workflows and data extraction pipelines to reduce operational costs and increase efficiency.

06
GET IN TOUCH

CONTACT ME

Have a project in mind? Feel free to reach out and let's create something amazing together.

Contact Information

Email

deepakshis21@gmail.com

Phone

+91-8307603015

Location

Gurugram, India

Connect with me

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