Ishita Pal
Founding AI engineer at Storefox.ai | Building LLM powered application | Multimodal LLM | AI | NLP | Computer vision | MLops | Prompt Engineering
- Role
- Founding Engineer and Ai Lead at Storefox.Ai
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Ishita Pal
Data Scientist | AI Innovator | Freelance AI Consultant As a seasoned Data…
Experience
Founding Engineer and Ai Lead
Aug 2024 — Present · Bengaluru, IN
Led the end-to-end design and implementation of a scalable audio processing pipeline for analyzing customer-representative interactions in retail environments, delivering actionable insights to drive business performance in physical stores.• Developed a robust system where raw audio is captured and cleaned using Silero Voice Activity.• Detection (VAD) to remove silent segments, followed by transcription via Gemini LLM models optimized for noisy retail settings.• Designed a two-tiered processing architecture: internal clips were filtered and categorized using LLMs, while external clips were further analyzed to generate structured insights tailored to client needs.• Instrumental in the development, testing, and validation of each pipeline component—built custom evaluation datasets and benchmarks to compare model performance, prompts, and filtering strategies.• Achieved a consistent 80% accuracy across all insight-generation tasks, earning positive feedback from over 15 active clients.• Reduced audio processing time by 50%(from 3 minutes to 1.5 minutes) and cut cost per hour of audio from $100 to $20, enabling the introduction of multiple pricing tiers for scalability.• Acted as the technical lead and manager for 4 interns, guiding their workstreams and significantly improving team productivity through structured task delegation and mentoring.• Worked closely with clients to understand domain-specific needs and customized the pipeline accordingly, resulting in high client satisfaction and successful adoption across diverse use cases.• Collaborated cross-functionally with product, frontend, and backend engineering teams to align development with business goals, effectively multitasking across responsibilities and delivering high-impact results.
Education
Indian Institute of Science Education and Research (IISER), Pune
BS-MS, Data Science
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