Suhail Ahmad

AI Researcher

Bengaluru, Karnataka, India5 yrs 3 mos experience

AI ML PractitionerHighly Stable

Key Highlights

Expert in Generative AI and advanced agent communication.
Proven track record in developing complex AI frameworks.
Strong background in automation testing and software development.

Stackforce AI infers this person is a Generative AI Engineer with a focus on advanced AI integration and automation testing.

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Skills

Core Skills

Generative AiAgent CommunicationAi Integration

Other Skills

LangraphGenerative AI ToolsRetrieval-Augmented Generation (RAG)Integration TestingMachine ToolsObject Oriented DesignSOAPiOSJavaMicrosoft OfficePythonC++HTMLSQLScikit-Learn

About

With 4 years of total experience in automation testing, as well as software development, my role as an Associate Software Engineer and previous experience as an SDET have provided me with a solid foundation in software engineering. As an avid competitive programmer with multiple stars and badges on HackerRank and Leetcode, I am passionate about solving programming challenges and continuously improving my skills. Competencies: JAVA, Python, C++, HTML, SQL, Scikit-Learn, AWS (S3, Lambda), GCP, DSA, Selenium, Flask, PySpark, API Development (REST), TestNG, JUNIT, Data Structures, Algorithms,PyTorch, TensorFlow, OpenAI API, LangChain, GPT-3.5, GPT-4, GPT-4-turbo, GPT-4o-mini, LLaMA, Claude Sonnet, Gemini, Chain-of-Thought (CoT), Few-shot & Zero-shot Learning, Retrieval-Augmented Generation (RAG), Embedding Models, Prompt Optimization, Function Calling.

Experience

5 yrs 3 mos

Total Experience

2 yrs

Average Tenure

1 yr 1 mo

Current Experience

Quant

Senior AI Engineer

May 2025 – Present · 1 yr 1 mo · Bengaluru · On-site

Architected advanced Agent-to-Agent (A2A) communication protocols on LangGraph Swarm, enabling dynamic task routing, parallel graph execution, and stateful coordination across heterogeneous agents.
Developed deep agents leveraging structured multi-step reasoning, tool orchestration, and controlled Chain-of-Thought strategies to solve non-linear, high-complexity problem spaces.
Engineered low-latency, real-time voice agents by integrating LiveKit (streaming infra) with ElevenLabs (neural TTS), achieving near-human conversational latency and prosody.
Designed high-performance inference pipelines using Groq accelerators, optimizing token throughput, batching, and scheduling to consistently achieve sub-second latency at scale.
Rebuilt RAG architecture with FastAPI and Weaviate, introducing optimized embedding strategies, hybrid retrieval, and re-ranking pipelines—improving retrieval precision by 45% and significantly reducing tail latency.
Led internal research and standardization of LangGraph orchestration patterns, embedding optimization techniques, and scalable agent design for production-grade LLM systems.

LangraphGenerative AI ToolsGenerative AIAgent Communication

Redbus

3 roles

Software Engineer

Promoted

Dec 2024 – May 2025 · 5 mos

Working on integrating GPT Real-Time Audio, enabling users to experience a more natural, human-like interaction and multiple languages.
Utilized embeddings to reduce input tokens and improve the efficiency of query processing, ensuring that only relevant context was sent to the LLM. Applied techniques to find the semantic similarity so we can filter out redundant or irrelevant information, further minimizing token usage and lowering processing costs.
Developing an AGENTIC AI, a framework designed to handle more complex tasks beyond traditional customer support, such as multi-step reasoning using Chain-of-Thought (Cot).
Developed a Playground Web UI using Flutter to test and experiment with different LLM models using various prompts.

LangraphGenerative AIAI Integration

Associate Software Engineer

Sep 2023 – Dec 2024 · 1 yr 3 mos

Retrieval-Augmented Generation (RAG)Integration Testing

SDET

Mar 2022 – Jan 2024 · 1 yr 10 mos

Machine ToolsIntegration Testing

Cognizant

3 roles

SDET (Programmer Analyst)

Sep 2021 – Mar 2022 · 6 mos

Object Oriented DesignSOAP

Programmer Analyst Trainee

Apr 2021 – Aug 2021 · 4 mos

Object Oriented DesigniOS

Programming Analyst

Mar 2021 – Mar 2022 · 1 yr

Developed MVC-based automation scripts, supporting 100+ test cases for Alaska Airlines’ crew website, ensuring high-quality releases.
Built API testing scripts for top 25 HTTP requests using Rest-Assured, boosting testing efficiency by 30%.
Automated 70+ test cases in Selenium, enabling QA teams to focus on critical issues.