Reshma Sriraman

Director of Engineering

Chennai, Tamil Nadu, India11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI product strategy and go-to-market initiatives.
Proven track record in building scalable AI solutions.
Passionate mentor empowering the next generation of tech professionals.

Stackforce AI infers this person is a SaaS-focused AI/ML Engineer with expertise in scalable systems and mentoring.

Contact

reshmas@lumay.ai LinkedIn

Skills

Core Skills

Ai Product StrategyGo-to-market StrategyAi/ml EngineeringFull-stack Development

Other Skills

Product DevelopmentProduct LaunchMulti-agent SystemsPythonPyTorchFastAPINLPWeb ScrapingDockerGitHub ActionsVector Similarity SearchSpacyOpenAI WhisperWebRTCSelenium

About

As an AI/ML Engineer and passionate Python developer, I specialize in building intelligent, scalable systems that solve real-world problems. With a strong foundation in Electrical and Electronics Engineering (B.E., CGPA 8.7), I transitioned into the world of artificial intelligence, machine learning, and full-stack development — driven by curiosity, creativity, and a deep commitment to continuous learning. At Avasoft, I’ve had the opportunity to work on cutting-edge projects, including AI-powered chatbots, voice-based assistants, RAG (Retrieval-Augmented Generation) models, and real-time backend services using FastAPI, Flask, and PyTorch. I’ve also led data automation efforts through web scraping, vector similarity searches, and NLP-driven applications, deploying robust solutions via Docker and CI/CD pipelines. Beyond engineering, I find great fulfillment in mentoring and uplifting students and IT professionals. I actively guide aspiring engineers and developers through technical challenges, career planning, and project development. Whether it's through code reviews, workshops, or one-on-one sessions, I believe in creating opportunities for others to grow and succeed in tech. My strengths lie in end-to-end solution design, a deep understanding of modern AI architectures, and the ability to translate business needs into technical deliverables. I’m always excited to collaborate, share ideas, and innovate in the intersection of AI, software, and real-time systems. Let’s connect if you’re looking to discuss AI, collaborative projects, or mentoring opportunities!

Experience

11 mos

Total Experience

6 mos

Average Tenure

5 mos

Current Experience

Lumay ai

Director of AI Product Strategy & GTM

Dec 2025 – Present · 5 mos · Dover, DE · Hybrid

Lead the AI product strategy and go-to-market initiatives for LuMay AI, focusing on multi-agent system architecture.
Define and own the AI product roadmap, ensuring alignment with business objectives and market demand.
Drive cross-functional collaboration between engineering, sales, and operations to deliver scalable AI solutions.

Product DevelopmentProduct LaunchMulti-agent SystemsAI Product StrategyGo-to-Market Strategy

Avasoft

AI/ML Engineer

Oct 2024 – Apr 2025 · 6 mos · Chennai, Tamil Nadu, India · On-site

🚀 Contributed to impactful AI-driven solutions as part of a dynamic product team, blending backend development with deep learning to build scalable, intelligent applications.
Built advanced RAG (Retrieval-Augmented Generation) pipelines using Python and PyTorch for improved NLP and semantic search performance.
Designed real-time AI chatbots with FastAPI and vector similarity search, enabling intelligent query resolution at scale.
Engineered resume screening systems using NLP (Spacy), automating candidate ranking with high accuracy.
Developed and deployed robust voice-to-voice assistants leveraging OpenAI Whisper and WebRTC for seamless speech interaction.
Led data scraping automations with Selenium, Scrapy & BeautifulSoup, accelerating internal data workflows.
Integrated ML models into APIs and optimized end-to-end ML pipelines using Docker, GitHub Actions, and CI/CD practices.
Collaborated cross-functionally to enhance app performance, model latency, and deployment efficiency.
💡 This role helped me strengthen my expertise in full-stack AI solutions, real-time communication systems, and end-to-end deployment pipelines — while learning to think at scale.