Hasnain Ali

1. Jul 2026 – now
   Independent contractor, remote

   Freelance AI Engineer

   Building Mentanima, a legal copilot that cites its source for every answer, and Automation Studio, four agent workflow demos you can run in your browser.

2. Nov 2024 – Jun 2026
   Full-time

   Senior Software Engineer at Devsinc

   Led eight AI engineers across legal, healthcare and real-estate products, including retrieval across about five million documents.

   Senior AI Lead Engineer on Smart Advocate: led its document AI, from OCR, classification and structured extraction to knowledge-graph retrieval, with a 40% accuracy gain over standard RAG.

3. Mar 2022 – Nov 2024
   Full-time

   Associate Software Engineer at Amrood Labs

   Django APIs on PostgreSQL and AWS for fleet and employee management software.

   Contract analysis on the OpenAI API that cut manual review by about 60%.

Earlier

1. Jan 2022 – Aug 2023
   Part-time

   Django Developer at Arbisoft

2. Apr 2021 – Feb 2022
   Full-time, remote

   Software Engineer, POD lead at Turing

   Led an annotation team producing RLHF training data for a frontier AI lab.

3. Mar 2020 – Mar 2021

   Founder and lead engineer at 2ndPlace

   Built a Django and React travel platform: 3,500+ active users, 15,000+ listings.

1. Speculo.ai

   Senior AI Communication Engineer

   AI that calls, texts and emails real-estate leads, then hands the qualified ones to the client's human agents. It contributed to $2M+ in annual revenue.

   My part: the Python backend that times every call, text and follow-up.

   117K+ emails and SMS, plus about 10K AI voice calls, in one 6-hour run.

   How the pipeline works →Python, LangGraph, OpenAI, Twilio, ElevenLabs, GCP Pub/Sub, pgvector

2. Smart Advocate

   Senior AI Lead Engineer, at Devsinc

   Document AI for legal and medical case files, shipped into a platform used by 20,000+ legal professionals.

   I led the AI work: OCR, classification and extraction, and the knowledge-graph retrieval.

   40% accuracy gain over standard RAG.

   Knowledge graph plus a fine-tuned model. Answers scored by a GPT-4-class judge and BLEU/ROUGE, retrieval by precision@k and recall@k.

   How it was measured →Python, LangGraph, RAG, KAG, Neo4j, LoRA

3. Mentanima

   In development

   A legal copilot: document search backed by a knowledge graph. Every answer cites its source, or says it can't answer.

   Python, RAG, KAG, Neo4j, LangGraph

4. Automation Studio

   Four agent workflow demos you can run in your browser.

   Try them ↗Python

5. toon-mcp-server

   An open-source MCP server on PyPI. It converts JSON and system prompts to TOON, a compact format that uses fewer tokens.

   PyPI ↗Python, MCP

BS Computer Science, COMSATS University Islamabad