Open to Work  ·  Nagpur, India

TEJAS AMDARE

AI Developer  ·  Agentic AI  ·  RAG Architect

Building intelligent systems at the crossroads of Agentic AI, RAG pipelines, and computer vision. From Adaptive RAG to Gantry Robots and Market Prediction — I make machines reason, see, and act.

View My Work More Info
RAGArchitect
10+AI Projects
CVVision Specialist
2+Yrs Experience
#1 TOP PICK FOR YOU
T
AI · RAG · VISION
01
About Tejas Amdare
WHERE MACHINES
MEET INTELLIGENCE

I'm Tejas Amdare — an AI Developer with more than 2 years of experience building and deploying AI-based projects with proper architecture, scalability, and real-world implementation.

My craft: designing systems that don't just run — they reason, retrieve, and act. From Agentic AI and RAG pipelines (Adaptive, Self, Corrective, HyDE) to computer vision robots and market prediction engines.

Python, FastAPI, Langchain, LangGraph — the language I use to turn raw data into decisions, and ideas into production-grade AI infrastructure that lasts.

Specialization
Agentic AI & RAG
Cloud
AWS · GCP
Stack
Python · FastAPI · Langchain
Based In
Nagpur, India
MY ARSENAL
Full Tech Stack ›
🤖
Agentic AI
LangGraph · LangChain Multi-Agent Systems Tool Calling · ReAct Autonomous Pipelines
🧠
RAG Systems
Adaptive RAG · Self RAG Corrective RAG · HyDE RAG Agentic RAG · Memory RAG Pinecone · ChromaDB · Reranker
✨
LLM & GenAI
Gemini 2.5 Flash · OpenAI Whisper · Embedding Models Prompt Engineering LangSmith · Tavily · Exa
👁️
Computer Vision
YOLO · Object Detection OpenCV · Label Studio Intel RGBD · Distance Est. Real-Time Pipelines
📊
Machine Learning
CatBoost · Scikit-learn Predictive Modeling Feature Engineering Pandas · NumPy
⚡
Backend Dev
FastAPI · Flask · Python REST APIs · Async MongoDB · PostgreSQL Docker · Nginx
☁️
Cloud
AWS: EC2 · S3 · IAM · Route 53 GCP: Compute Engine · VPC Nginx · Linux Streamlit Deployment
FEATURED PROJECTS
01
Featured Project · 01
AI CHATBOT MAY —
MEMORY RAG ASSISTANT
Personal AI assistant built on Memory RAG — designed for research, understanding, and coding. Combines Pinecone vector store, Gemini 2.5 Flash, reranking, and persistent MongoDB memory into a seamless conversational experience via FastAPI & Streamlit.
Python
FastAPI
Langchain
Pinecone
Gemini 2.5
02
AI ASSISTANT — ADVANCED RAG
HyDE RAG & Corrective RAG assistant with Copilot, Prompt Suggestions, and a Prompt Builder. Supports both voice (Whisper) and text interaction, backed by Tavily and Exa for real-time web grounding.
LangchainGemini 2.5Whisper
03
GANTRY ROBOT — VISION BRAIN
Intelligent robot brain using computer vision and YOLO for pick-and-place object detection and distance estimation, with real-time control via PyModbus and Intel RGBD depth sensing.
YOLOOpenCVIntel RGBD
04
MARKET PREDICTION BOT
ML-powered Intelligence Engine predicting market direction and future trends from historical data. Feeds signals to an Execution Engine for accurate automated order placement via Zerodha, Dhan, AngelOne, and more.
CatBoostPythonMongoDB
05
AGENTIC RAG PIPELINE
End-to-end Agentic RAG infrastructure featuring Adaptive RAG, Self RAG, and Agentic RAG architectures. Deployed for a freelance client with full AI backend, LangGraph orchestration, and scalable vector retrieval.
LangGraphPineconeFastAPI
MY JOURNEY
2026
Present
AI DEVELOPER — FREELANCE
Dolphins
Building Agentic AI systems and RAG pipeline infrastructure from the ground up. Designing and deploying multiple RAG architectures including Adaptive RAG, Self RAG, and Agentic RAG for production clients.
Agentic AIRAGLangGraphFastAPIPinecone
2025
2026
AI DEVELOPER
AshtaTech Automation Pvt. Ltd.
Designed and deployed end-to-end Computer Vision and ML projects covering data preprocessing, feature engineering, model training, evaluation, and deployment. Performed data collection, labeling of unstructured data, and predictive modeling for real-time object detection systems.
Computer VisionYOLOOpenCVML PipelinesPython
2023
2025
AI DEVELOPER
Stoq Club
Designed and deployed ML models on live stock market data — data mining, preprocessing, statistical analysis, and predictive modeling on structured and unstructured datasets. Integrated with brokers including Zerodha, Dhan, Paytm, and AngelOne.
Machine LearningCatBoostMongoDBMarket DataPython
LET'S BUILD
SOMETHING
REAL
Open for projects, collaborations & opportunities
✉Email amdaretejas1@gmail.com↗ ⌥GitHub github.com/amdaretejas↗ inLinkedIn linkedin.com/in/tejas-amdare↗ ◎Website tejas.click↗
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