GenAI
RAG, retrieval evaluation, LangGraph workflows, LLM interfaces.
AI / ML Engineer
Building AI systems that move from data to deployed products.
I am Tushar Ghosh, a B.Tech CSE student at IIIT Nagpur specializing in Data Science and Analytics. I build governed AI systems, cyclic RAG workflows, ML APIs, analytics products, and reliability-focused platforms that move from evidence to action.
2027Graduating
10+AI/Data Projects
RAGGenAI Focus
Open to AI, GenAI, ML & Data roles
RAG
Agents
SQL + ML
Governed AI*Cyclic RAG*Agentic Workflows*
Data Analytics*ML Systems*Reliability*
Governed AI*Cyclic RAG*Agentic Workflows*
Data Analytics*ML Systems*Reliability*
01 - About
AI engineering with a product mindset.
I like building complete systems: ingestion, retrieval, modeling, APIs, interfaces, deployment, and evaluation. My strongest work sits where GenAI, ML engineering, reliability, and practical data workflows meet.
I am especially interested in internships and roles across AI engineering, GenAI/LLM applications, data science, analytics engineering, and applied ML.
Data
SQL analysis, feature engineering, dashboards, KPI systems.
ML Systems
FastAPI inference, Streamlit apps, Docker, deployment, CI.
Governed AI
North Star
Governed expense operations platform with deterministic policy enforcement, durable n8n workflows, advisory AI agents, human approvals, SHA-256 provenance, notifications, and real-time SSE updates.
Python / FastAPI / React / PostgreSQL / n8n / MCP AI Revenue RecoveryRevenueGuard AI
Explainable payment-recovery system combining ML triage, gateway-health intelligence, LangGraph decisions, deterministic guardrails, human approval, and A/B evaluation.
Python / FastAPI / LangGraph / PostgreSQL / Redis / React Speech AISpeakerScan
Speech annotation pipeline for TTS/dubbing data with diarization, emotion classification, language ID, checkpointing, CLI, and HF Spaces deployment.
PyTorch / pyannote / wav2vec2 / Whisper / Streamlit Cyclic Agentic RAGInternal RFP Analyst
Evidence-grounded RFP analysis with adaptive retrieval, evidence grading, Tavily fallback, query rewriting, deterministic proposal tools, citation verification, and bounded answer repair.
Python / LangGraph / ChromaDB / FastEmbed / Streamlit GenAI / RAGFinancial Document Intelligence
Local-first SEC filing RAG with section-aware parsing, hybrid dense and BM25 retrieval, reranking support, grounded citations, source URLs, no-answer handling, and evaluation tooling.
Python / ChromaDB / BM25 / Streamlit / SEC EDGAR Computer VisionSentinelAI
Computer vision intelligence platform with YOLOv8 detection, CLIP change detection, modal fusion, geolocation, REST APIs, tests, and CI.
PyTorch / YOLOv8 / CLIP / React / Docker Forecasting + BIRideIQ 2.0
NYC taxi demand platform over 9.55M trips with leakage-safe zone-hour forecasting, constrained fleet allocation simulation, route clustering, dashboard delivery, and a FastAPI service.
Python / scikit-learn / Streamlit / FastAPI / Geospatial Retail AnalyticsVendor Performance Analysis
End-to-end retail analytics workflow turning purchasing, sales, pricing, and freight data into vendor profitability, concentration, inventory, and decision-support insights.
Python / pandas / SQLAlchemy / SQLite / Power BI Vision-Language MLReceiptKIE-VLM
LoRA fine-tuning and evaluation pipeline for SmolVLM that extracts company, address, date, and total as canonical JSON from receipt images.
PyTorch / Transformers / PEFT / LoRA / SROIE AI PlatformCortexAI
Full-stack AI workspace with LangGraph routing across research, coding, documents, images, vision, and PDF RAG, backed by persistent context and service boundaries.
Node.js / Express / LangGraph / MongoDB / Redis / QdrantTechnical stack.
Languages
Python, SQL, TypeScript, JavaScript, C++
GenAI
LangChain, LangGraph, RAG, MCP, reranking, Hugging Face, PEFT, LoRA
Machine Learning
scikit-learn, XGBoost, PyTorch, Transformers, forecasting, anomaly detection
Analytics
Pandas, NumPy, SciPy, Plotly, Power BI, DAX, SQLite, vendor analytics
Vision & Speech
YOLOv8, OpenCV, CLIP, Whisper, pyannote, VLM fine-tuning
Deployment
FastAPI, React, Docker, PostgreSQL, Redis, n8n, GitHub Actions, Render, Vercel
IIIT
Indian Institute of Information Technology, Nagpur
B.Tech CSE, Data Science & Analytics / Graduating 2027
Focused on applied machine learning, data systems, deep learning, analytics, and production-style AI applications.
05 - Contact
Let's build something together.
I am open to internships, entry-level roles, and collaborations in AI engineering, GenAI applications, ML engineering, and data science. Got a project, role, or idea? My inbox is always open.