Pallavi Nanda

Associate Partner

Goa, India4 yrs 4 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in AI product growth and strategy.
Proven track record in building autonomous AI systems.
Strong background in NLP and machine learning.

Stackforce AI infers this person is a Fintech and AI/ML expert with a strong focus on product strategy and growth.

Contact

Skills

Core Skills

Machine LearningNatural Language Processing (nlp)Artificial Intelligence (ai)Product StrategyMarket ResearchSoftware DevelopmentPython

Other Skills

Machine Learning AlgorithmsReinforcement LearningLangChainClaude/GPT APIsvector databasesagent orchestrationfintech infrastructureLarge Language Model Operations (LLMOps)BERT (Language Model)Generative AITransformersLLMs (GPT/Claude/Llama)prompt engineeringdata pipelinesmodel evaluation

About

I started my career building AI systems. Now, I help AI products grow. With 4+ years in AI and tech, I’ve worked across LLMs, agentic systems, NLP pipelines, and backend workflows. Over time, my work naturally expanded beyond building models into a harder problem: How do AI products get discovered, trusted, and adopted? Today, I operate at the intersection of AI, content, and growth. I focus on: • SEO, AEO, GEO, AIO & SXO strategies for AI-first search • Technical content & product storytelling for AI products • Turning LLMs into domain-aware marketing agents • Building automation workflows using APIs I’ve worked on model behavior shaping, prompt design, and agentic systems, but more importantly, I understand how to connect these systems to real business outcomes traffic, activation, and user trust. Because building AI is no longer the advantage. Distribution, positioning, and growth are. Previously: AI Research Engineer | Now: AI Growth & Technical Strategy

Experience

4 yrs 4 mos

Total Experience

1 yr 3 mos

Average Tenure

2 yrs 3 mos

Current Experience

Stealth ai startup

2 roles

AI Research Engineer

Jan 2025 – Present · 1 yr 3 mos

Built ML pipelines for real-time anomaly detection in network logs and user behavior analytics.
Applying deep learning to process endpoint telemetry and enable behavioral threat hunting.
Developed NLP models to analyze phishing emails and generate threat intelligence.
Integrate tools like CrowdStrike Falcon for autonomous isolation of compromised systems.
Researching and mitigate offensive AI threats, including adaptive polymorphic malware and predator bots exploiting 5G latency.

Natural Language Processing (NLP)Machine Learning AlgorithmsReinforcement LearningMachine Learning

AI Research Engineer

Sep 2024 – Present · 1 yr 7 mos

Building autonomous AI agents for financial services, systems that reason, plan, and execute without human intervention.
Designed agentic AI architectures that automated financial workflows, reducing processing time by 60%
Engineered multi-agent systems with tool-use capabilities across 15+ financial APIs
Built compliance and safety layers ensuring agents operate within regulatory requirements
Improved financial reasoning accuracy by 40% through custom fine-tuning and RAG systems
Created evaluation frameworks achieving 94% accuracy on complex multi-step tasks
Stack: Python, LangChain, Claude/GPT APIs, vector databases, agent orchestration, fintech infrastructure

Artificial Intelligence (AI)Machine Learning

Impact gravity

AI Transformation Consultant

Jan 2025 – Present · 1 yr 3 mos · Remote · Remote

Helping professionals integrate AI into their work in a practical, ethical, and market-relevant way
Translating AI capabilities into real productivity, clarity, and long-term advantage
Assessing existing workflows and identify high-impact opportunities for AI adoption
Designing clear AI transition roadmaps aligned with career and business goals
Guinding people in using AI to augment their expertise, not replace it
Breaking down complex AI concepts into actionable strategies that can be applied with confidence

Outlier

AI Engineer

Sep 2024 – Present · 1 yr 7 mos · Remote

Contributing to training data infrastructure that powers next-generation LLMs while building product and go-to-market expertise
Engineered high-quality training datasets for LLM fine-tuning, improving model performance across production use cases
Evaluated and refined AI model outputs through rigorous testing, reducing error rates in production systems
Built internal AI agents that automated data annotation workflows, cutting manual review time by 35%
Developed AEO/GEO optimization frameworks bridging technical AI capabilities with search discoverability
Created technical documentation translating complex AI systems for non-technical stakeholders
Collaborated cross-functionally on product requirements and market positioning for AI capabilities.
Stack: Python, LLMs (GPT/Claude/Llama), prompt engineering, data pipelines, model evaluation, ML ops

Large Language Model Operations (LLMOps)BERT (Language Model)Artificial Intelligence (AI)Generative AITransformersMachine Learning+1

Genie ai

2 roles

Product Researcher

Feb 2024 – Sep 2024 · 7 mos · Remote

Researched AI adoption across FinTech, Healthcare, and Real Estate, analyzing market trends, regulatory landscapes, and emerging technologies. Conducted competitive analysis on AI-driven solutions, benchmarking key players and identifying product opportunities. Evaluated ML, NLP, and LLM applications to drive product strategy and innovation. Collaborated with AI researchers and product teams to translate insights into actionable product roadmaps. Developed technical reports and research whitepapers to support strategic decisions.

Competitive AnalysisAgile MethodologiesMarket ResearchProduct DevelopmentProduct Road MappingProduct Design+1

Artificial Intelligence Researcher

Feb 2024 – Aug 2024 · 6 mos · Remote

Developed advancements in audio engineering, semantic routing, and SSML integration, improving AI models for more accurate speech recognition and processing.
Utilized BERT and Transformer models to enhance natural language understanding, refining semantic interpretation in complex data.
Delivered innovative AI/ML solutions by integrating state-of-the-art algorithms, significantly boosting model efficiency and performance in real-world applications.

Speech SynthesisAnalytical SkillsSemantic RouterAudio EngineeringAzure AI StudioSSML+4

Freelance

Agentic AI Specialist

Jan 2024 – Present · 2 yrs 3 mos · Dublin, County Dublin, Ireland · Remote

Designed and deployed autonomous AI systems capable of independent task execution, decision-making, and adaptive learning. Delivered client solutions integrating NLP, multimodal RAG, and automation pipelines to improve operational efficiency and reduce manual intervention. Consulted on AI strategy and implementation, ensuring scalability, performance, and measurable ROI.

LangChainPyTorchTensorFlowNatural Language Processing (NLP)Large Language Models (LLM)Artificial Intelligence (AI)+1

Lumos labs

Content Writer

Jul 2022 – Jan 2023 · 6 mos

WordPressProduct SpecialistsContent OperationsCopywritingWritingTechnical Documentation+5

Visa

Software Engineer

Aug 2021 – Mar 2022 · 7 mos

Turing

Python Developer

Jul 2021 – Aug 2023 · 2 yrs 1 mo · Remote

Developed and deployed scalable web applications using Python, Django, and Flask, improving system performance by 35% and reducing API response time by 50ms.
Designed and optimized RESTful APIs for seamless frontend-backend integration, increasing data retrieval efficiency by 40% and enhancing user experience.
Implemented robust database solutions with PostgreSQL, MySQL, and MongoDB, reducing query execution time by 30% through indexing and optimization.
Integrated AI/ML models into web applications, enabling real-time analytics and automation, which boosted feature adoption by 25%.

Software as a Service (SaaS)Python (Programming Language)FastAPIPandas (Software)Software DevelopmentPython