You will get Custom AI Agent: Automate Workflows, Research & Data Tasks
Project details
You will get a custom AI agent that automates workflows, researches data, and takes action across your tools — no manual oversight.
I'm an AI Engineer who built production-grade autonomous agents for FinTech. My agents reason, use tools, browse the web, and execute multi‑step processes with guardrails and audit trails.
What sets this apart:
• True agentic architecture — LangChain, tool‑use, memory, decision logic — not a chatbot script.
• Fits your stack — APIs, browser automation (Playwright), email, Slack, CRMs, databases — wired into your existing tools, no rip‑and‑replace.
• Security‑first — isolated execution, encrypted secrets, zero‑trust principles, and human‑in‑the‑loop checkpoints for critical actions.
• Transparent delivery — source code, docs, walkthrough video, and live handoff, so you're never locked in.
• Built from real production experience — I've shipped systems handling sensitive financial data at scale, so reliability is embedded.
Every agent is 100% original, battle‑tested against edge cases, and built to grow with your business.
I'm an AI Engineer who built production-grade autonomous agents for FinTech. My agents reason, use tools, browse the web, and execute multi‑step processes with guardrails and audit trails.
What sets this apart:
• True agentic architecture — LangChain, tool‑use, memory, decision logic — not a chatbot script.
• Fits your stack — APIs, browser automation (Playwright), email, Slack, CRMs, databases — wired into your existing tools, no rip‑and‑replace.
• Security‑first — isolated execution, encrypted secrets, zero‑trust principles, and human‑in‑the‑loop checkpoints for critical actions.
• Transparent delivery — source code, docs, walkthrough video, and live handoff, so you're never locked in.
• Built from real production experience — I've shipped systems handling sensitive financial data at scale, so reliability is embedded.
Every agent is 100% original, battle‑tested against edge cases, and built to grow with your business.
AI Algorithms
Large Language Model, Multimodal Large Language ModelAI Applications
AI Chatbot, Conversational AI, Natural Language Understanding, Sequence Modeling, Time Series Analysis, Time Series ForecastingAI Development Language
PythonAI Tools
Hugging Face, PyTorch, TensorFlow, Word2vecAI Models
BERT, ChatGPT, GPT-3, GPT-4, LLaMA, WhisperWhat's included
| Service Tiers |
Starter
$199
|
Standard
$499
|
Advanced
$999
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 21 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | - | |
Model Documentation | - | ||
Model Monitoring | - | - | |
Model Testing & Optimization | - | ||
Model Tuning | - | - | |
Natural Language Processing | - | - | |
NLP Tokenization | - | - | |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | - | ||
Source Code |
Frequently asked questions
About Soumasnigdha
AI Engineer
Bengaluru, India - 7:38 am local time
Architecting Intelligence | Engineering Reliability
I am an AI Engineer specializing in building autonomous, AI‑native FinTech systems—transforming complex financial logic into reliable, production‑grade platforms where artificial intelligence serves as a core utility. My expertise lies in bridging agentic AI, product engineering, and high‑fidelity user experiences to deliver enterprise solutions from zero to one.
Core Competencies:
- Intelligent Backend Systems: I architect high‑concurrency, asynchronous APIs using FastAPI and Pydantic. I standardize service layers and refactor complex financial workflows—such as automated reconciliation and multi‑tenant procurement—into modular, observable architectures with structured logging and error interception.
- Agentic AI & Predictive Analytics: I design autonomous agentic workflows that orchestrate LLMs (LangChain), RAG with vector search (pgvector), and computer vision (OCR) for intelligent document parsing, real‑time analytics, and conversational BI. I apply advanced prompt engineering and generative AI to deliver a forensic‑level financial intelligence engine, enabling 10x Autonomous Finance.
- High‑Fidelity Frontends: I craft premium, responsive user experiences using React, TypeScript, and Vite. I leverage Framer Motion, Radix UI, and Tailwind CSS with glassmorphic aesthetics to simplify complex financial interactions and make enterprise data intuitive.
- Cloud & Infrastructure: I manage scalable, secure data layers with PostgreSQL and Supabase, enforcing Row‑Level Security and RBAC for bank‑grade isolation. I deploy multi‑service, zero‑trust environments on GCP/AWS via Docker, CI/CD (GitHub Actions), and automated secret management.
Technical Arsenal:
- Languages & Logic: Python (FastAPI, Pydantic, Asyncio), TypeScript (React, Vite)
- AI & Science: LLM Orchestration (LangChain), RAG (pgvector), OCR, Agentic AI, Prompt Engineering, Time‑Series, Pandas, NumPy, Statistics
- Styling & UI: Tailwind CSS, Framer Motion (Advanced Animations), Glassmorphism, Radix UI, CSS‑in‑JS
- Infra & Reliability: GCP/AWS, PostgreSQL (Supabase RLS/RBAC), Docker, CI/CD (GitHub Actions), Zero‑Trust Secret Management, Structured Logging, System Metrics, Code Refactoring
Why I Build:
I believe AI should not be a siloed experiment but a seamless, reliable layer within the user experience. Whether architecting agentic workflows for financial decision‑making or polishing a frontend design system, I build for consistency, security, and scalable intelligence—turning bold product visions into enterprise‑grade reality.
Steps for completing your project
After purchasing the project, send requirements so Soumasnigdha can start the project.
Delivery time starts when Soumasnigdha receives requirements from you.
Soumasnigdha works on your project following the steps below.
Revisions may occur after the delivery date.
Workflow Design & Tool Audit
I’ll map out your exact business process, identify all integration points, and audit the tools/apps we’ll use to ensure compatibility.
Agent Architecture & Logic Setup
I’ll design the agent’s decision logic, memory, and tool-use patterns. We’ll define triggers, actions, and guardrails before any code.