ABOUT MY JOURNEY
Building Production-Ready AI Systems with GenAI, RAG & Full-Stack Engineering
Who I Am
I'm Samyogh, an AI Engineer / Full Stack AI Engineer based in Hyderabad. I build production AI recruiting workflows at GiFTEM and hands-on GenAI, RAG, and agentic AI systems.
Samyogh Chilivery
Role & Location
Full Stack AI Engineer @ GiFTEM
📍 Hyderabad, India
Full Stack AI
End-to-End Delivery
Agentic Workflows
LLM & LangChain/Graph
Production AI
Recruiting Platform @ GiFTEM
My journey
About Me
PROFESSIONAL SNAPSHOT
Building AI systems that create real product impact.
I’m Samyogh Chilivery, an AI Engineer / Full Stack AI Engineer based in Hyderabad, building production AI features and complete product experiences.
AI Engineer / Full Stack AI Engineer
Shuvel Digitech · Remote
Hyderabad, India
BUILDING PRODUCTION AI
Applied AI · Full-stack engineering · Product delivery
What I bring
Production AI
Candidate sourcing, semantic discovery, match insights, skill-gap analysis, structured evaluation, and recruiter automation.
Full-stack engineering
Frontend, backend, APIs, databases, caching, background jobs, queues, cloud delivery, and production reliability.
Applied AI exploration
LLM applications, RAG pipelines, vector search, LangChain, LangGraph, MCP, conversational memory, and agentic workflows.
From idea to reliable AI product.
Workflow design · Backend architecture · User experience · Production optimization
My journey
Career Direction
Building complete AI products, from workflow design to deployment.
My goal is to grow as an AI Engineer and AI Product Engineer who can own LLM workflows, backend architecture, frontend experience, optimization, and production reliability end to end.
Open to opportunities
Remote, hybrid, onsite, and global roles
My journey
Education
Bachelor of AIML
Geethanjali College of Engineering and Technology
2022 – 2025
Hyderabad, Telangana
Diploma in EEE
Samskruti College of Engineering and Technology
2019 – 2022
Hyderabad, Telangana
My journey
Experience
01 • EXPERIENCE
AI Engineer / Full Stack AI Engineer
Shuvel Digitech Private Limited
GiFTEM – AI-Powered Recruiting Platform
Feb 2025 – Present
Full-Time
PROJECT OVERVIEW
Core contributor to GiFTEM, an AI-powered recruiting platform that helps recruiters source, analyze, shortlist, and engage candidates using semantic candidate discovery, job-to-candidate match analysis, skill-gap insights, Boolean/filter-based search, and AI voice outreach automation.
KEY RESPONSIBILITIES & IMPACT
4 core impact areas
IMPACT AREA
Candidate Discovery & Sourcing
JD-driven candidate sourcing workflow analyzing role requirements from intake to shortlist.
Job-driven semantic candidate discovery supporting Strict, Explore, Boolean, and Filters search modes.
IMPACT AREA
Candidate Intelligence
Candidate-job match insights and skill-gap analysis highlighting profile fit signals and evidence.
Structured AI candidate evaluation workflows delivering consistent, recruiter-readable insights.
IMPACT AREA
Recruiter Automation
AI-powered voice outreach automation with call initiation, lifecycle status syncing, and transcript capture.
Recruiter Sourcing Playbook converting JDs into Boolean strategies, target companies, screening guidance, and outreach templates.
IMPACT AREA
Platform Engineering
PostgreSQL query optimization, API response patterns, and background job processing.
Per-job caching and workflow reliability enhancements for heavy recruiter search operations.
25–40%
Faster response times
ENGINEERING RESULT
Improved PostgreSQL queries, API response patterns, background processing, and long-running AI/search workflow reliability.
Technologies & Tools
02 • EXPERIENCE
Full Stack Developer Intern
Shuvel Digitech Private Limited
GiFTEM – AI-Powered Recruiting Platform
Sep 2024 – Feb 2025
6 Months · Intern
PROJECT OVERVIEW
Contributed to early GiFTEM development by building recruiter-facing candidate search, filtering, job workflows, and backend APIs. Helped deliver AI-assisted sourcing experiences that combined recruiter queries, structured filters, and job-specific candidate discovery.
KEY RESPONSIBILITIES & IMPACT
3 key points
Built responsive recruiter UI components using React and TypeScript, including candidate search views, filter drawers, profile views, and job workflows.
Developed REST APIs in Node.js/Express for candidate search, candidate management, and job operations.
Supported AI-assisted sourcing workflows by combining recruiter free-text queries with structured filters to improve candidate search precision.
Technologies & Tools
My journey
Certifications
Featured credential
Frontend Developer (React)
HackerRank
Issued Aug 2024
Verified
Frontend Developer (React)
HackerRank
Issued Aug 2024
Skills: React.js
React
HackerRank
Issued Aug 2024
Skills: React.js, Full-Stack Development
JavaScript (Intermediate)
HackerRank
Issued Aug 2024
Skills: JavaScript
JavaScript (Basic)
HackerRank
Issued Aug 2024
Skills: JavaScript
SQL (Basic)
HackerRank
Issued Aug 2024
Skills: SQL
CSS
HackerRank
Issued Aug 2024
Skills: Full-Stack Development, Cascading Style Sheets (CSS)
Python
HackerRank
Issued Aug 2024
Skills: Streamlit, Python
Python
Kaggle
Issued Jun 2023
Skills: Streamlit, Python