From full-stack development to production GenAI โ the full technical picture.
LangChain
LangGraph
RAG (Retrieval-Augmented Generation)
Claude API
Groq
ChromaDB
Pinecone
Sentence Transformers
Streamlit
Gradio
n8n
Hugging Face Spaces
MCP (Model Context Protocol)
Prompt Engineering
Agentic Workflow Design
LLM Integration
API Orchestration
Anthropic Certified
ReAct Agents
Tool Calling
LCEL (LangChain Expression Language)
Pydantic Validation
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Retrieval Engineering
Dense Retrieval
Sparse Retrieval
Hybrid Search
BM25
Reciprocal Rank Fusion (RRF)
Semantic Search
Embeddings
Vector Databases
ChromaDB
Pinecone
Query Rewriting
HyDE
Cross-Encoder Reranking
RAGAS
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Software Development
Python
Java
JavaScript
TypeScript
Angular 11
HTML/CSS
RESTful APIs
MySQL
PostgreSQL
Node.js
Git
Postman
Scikit-learn
Supervised Learning
Unsupervised Learning
Classification
Regression
Clustering
Feature Engineering
Model Evaluation
Data Preprocessing
Transformer Architecture
Fine-tuning
Deep Learning Fundamentals
LLM Evaluation
Tokenization
Embeddings
Bias-Variance Tradeoff
Precision/Recall/F1
RMSE
R-squared
Guardrails and AI Safety
Python (Pandas, NumPy, Matplotlib, Seaborn)
SQL
Power BI
Tableau
Advanced Excel
Statistical Analysis
EDA
ETL
Data Visualisation
Dashboard Development
KPI Reporting
JMP
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Project Management & Delivery
Agile / Scrum
Sprint Planning
Backlog Management
JIRA
Confluence
Milestone Tracking
Risk Management
Cross-functional Coordination
Status Reporting
SDLC
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Strategy & Consulting
Market Research
Competitive Benchmarking
TAM/SAM/SOM
IPO Advisory
Go-to-Market Strategy
Business Case Development
Scenario Analysis
Executive Presentations
Industry Analysis