Deepak Sharma
Bridging Engineering & Agentic AI.
Senior Data Scientist with 5+ years of experience building production-grade NLP and Generative AI pipelines. Expert in optimizing LLM workflows using LangGraph & AWS, reducing process latency by 60%. Currently focused on Model Context Protocol (MCP) and autonomous data systems.
Agentic AI & GenAI
- Agentic Patterns (ReAct, Plan-and-Execute)
- LangGraph & LangChain Orchestration
- RAG Pipelines (Hybrid Search & Chunking)
- Model Context Protocol (MCP) & Tool Use
- LLMOps (Governance & Evaluation)
Cloud Infrastructure (AWS/GCP)
- AWS Bedrock & SageMaker (Production AI)
- Serverless Architecture (Lambda, API Gateway)
- GCP Vertex AI & BigQuery
- Docker, Kubernetes & CI/CD Pipelines
- Infrastructure as Code (Terraform/CloudFormation)
Data Engineering at Scale
- Snowflake Cortex & Advanced SQL
- Real-time Streaming (Kafka & KSQL)
- Vector Databases (Qdrant, Milvus, Weaviate)
- Search Engines (Elasticsearch, OpenSearch)
- Data Lineage & ETL Automation
Core Machine Learning & NLP
- Deep Learning (PyTorch, TensorFlow, Keras)
- NLP & Transformers (BERT, GPT, T5)
- Computer Vision (OCR/Tesseract, CNNs)
- Recommendation Systems & Predictive Analytics
- Python (Pandas, NumPy, Scikit-learn)
Senior Data Scientist
@ Tiger AnalyticsMar 2023 - Present
Architecting Enterprise AI solutions. Designed Agentic AI systems using ReAct patterns and AWS Bedrock. Built a 'Scrum Assistant' reducing admin overhead by 50%.
Data Scientist
@ IntellectFaces, Inc.Dec 2021 - Mar 2023
Led AI development for RytFit.ai. Reduced resume parsing time from 10s to <2s by optimizing BERT models. Built real-time streaming pipelines with Kafka.
Voice AI Engineer
@ MAKERDEMYFeb 2020 - Dec 2021
Developed commercial Alexa Skills for US clients. Authored a technical course on Alexa Skill Development for 100+ students.
Enterprise Text-to-SQL Interface
Developed a natural language interface using Model Context Protocol (MCP) allowing dynamic schema retrieval for complex SQL databases.
RytFit.ai Recruitment Engine
Automated recruitment platform featuring deep learning models for resume parsing, job calibration, and candidate ranking.
Agentic RAG Chatbot
Optimized chatbot pipeline for major insurance clients using Hybrid Search (Vector + Keyword) and LangGraph agents.
Thera Bank Loan Predictor
Predictive modeling system using Logistic Regression and Naïve Bayes to identify potential loan customers with 97% accuracy.
Annapurna Base Camp (4,130m)
Dec 2025 - Jan 2026. A test of endurance and high-altitude planning. Trekking 80km through the Himalayas taught me that big systems—like big mountains—are conquered one calculated step at a time.