Baskar R

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Baskar R

Applied AI Engineer

Salem, Tamil Nadu, India / baskargceo@gmail.com

github.com/Baskar-forever / linkedin.com/in/baskar-g-ceo

Profile

Applied AI engineer focused on building applications with LLMs: retrieval-backed assistants, voice workflows, agent orchestration and document automation. Work spans model integration, backend APIs and the tools that connect generated responses to application workflows.

Experience

Freelance AI Engineer

- Present

  • Built a teacher assistant for an IIT data-science initiative using Streamlit, OpenAI and LangChain, with topic-based retrieval.
  • Worked on SEO automation for a Spain-based project using CrewAI for research, writing, SEO and WordPress publishing.
  • Built applied AI workflows across voice sales, omnichannel retrieval and resume document generation; selected projects below.

AI/ML Intern / Adople AI

-

  • Worked on Text2SQL and HR resume-screening applications.
  • Used CrewAI, LangChain, Azure, FAISS and Qdrant for LLM application and retrieval workflows.

Selected Projects

SareeBot AI / Voice sales

Real-time wholesale saree phone-sales pipeline using Azure OpenAI GPT-Realtime, FastAPI, FreeSWITCH, WebRTC, VAD, Whisper and SQLite. Integrated inventory, order and customer-verification tools, WhatsApp product sharing, Razorpay payment links and human escalation.

Omnichannel RAG / Retrieval

Website and WhatsApp chatbot. The documented public repository uses Qdrant, BGE, Llama 3.2, FastAPI and PostgreSQL, with dense/BM25 retrieval, reciprocal rank fusion, cross-encoder reranking, deduplication, source attribution and persistent sessions.

ResumeAI / Document automation

Resume pipeline combining GPT-4 Vision layout interpretation, pdfplumber extraction and structured JSON with Jinja2 HTML/CSS templates and Playwright/Chromium PDF rendering.

Technical Skills

LLM applications: OpenAI, Azure OpenAI, Mistral, LangChain, CrewAI, function calling, retrieval-augmented generation.

Engineering: Python, FastAPI, Flask, Django, Streamlit, Docker, AWS, Azure.

Data and retrieval: PostgreSQL, SQLite, Qdrant, ChromaDB, FAISS, hybrid search and reranking.

Voice and documents: FreeSWITCH, WebRTC, VAD, Whisper, GPT-4 Vision, pdfplumber, Jinja2, HTML/CSS, Playwright.

Education

B.Sc. Computer Science

Government Arts College (Autonomous), Salem / 2023-2026

Recognition

First prize in Python, Muthayammal College of Arts and Science.