Sarfaraz Azam Ansari

• Multi-Concurrency Chat Management: Managed high-volume concurrent chat sessions simultaneously, providing real-time digital assistance for ticket bookings, cancellations, and instant refund processing.
• Digital Ticketing & Case Resolution: Utilized Freshdesk to log, track, and close technical and booking service requests, maintaining rigorous internal documentation and troubleshooting notes.
• Semi-Technical Troubleshooting: Diagnosed first-level platform and payment gateway discrepancies using internal knowledge-base articles to resolve customer issues instantly.
• SLA & Performance Excellence: Consistently met and exceeded key chat performance indicators, including First Response Time (FRT), Average Resolution Time (ART), and Customer Satisfaction (CSAT) scores. * Cross-Functional Coordination: Escaled complex, unresolved technical bugs to back-end engineering teams while effectively communicating updates and resolution timelines back to customers.

• End-to-End US & Domestic Recruitment: Managed the full lifecycle recruitment process, successfully sourcing, screening, and placing IT professionals for both US-based contract roles and Indian full-time positions.
• Advanced Portal Sourcing: Leveraged top-tier Applicant Tracking Systems (ATS) and job boards—including Ceipal, JobDiva, and Monster—to source high-quality technical talent and build a robust candidate pipeline.
• High-Impact Placement Record: Achieved an exceptional milestone by successfully delivering 3 full-time placements for Infosys within a short 6-month tenure, meeting stringent corporate hiring standards.
• Technical Screening & Assessment: Conducted rigorous preliminary interviews and technical screenings to evaluate candidates' skills, cultural fit, and eligibility for complex IT roles.
• Contract Management (US IT): Handled US staffing workflows, aligning candidate profiles with contract-specific requirements, managing time zones, and coordinating tax terms (such as W2/C2C) where applicable.
• Stakeholder Coordination: Maintained seamless communication between account managers, client HR teams, and candidates to facilitate smooth interview scheduling, offer negotiations, and onboarding.

AI Training Data Accuracy

Video Annotation & Data Labeling

• High-Precision Data Labeling: Performed frame-by-frame video annotation, semantic segmentation, and bounding box labeling on complex warehouse footage to train computer vision models.
• Metadata Tagging: Categorized human actions, equipment usage, and package handling events to generate high-quality training datasets for deep learning systems.
• Automation & Scripting: Utilized Python scripts to automate bulk data sorting and file renaming, optimizing the pre-annotation workflow.
• QA & Dataset Curation: Maintained a >98% accuracy rate in data curation, using NumPy and Pandas to audit annotation metadata, filter out corrupted labels, and balance dataset distributions.
• Active Learning Feedback Loop: Contributed to active learning pipelines by identifying low-confidence model predictions and manually re-annotating them to iteratively improve model precision.
• Operational Bottleneck Identification: Analyzed video logs of fulfillment center workflows to map standard operating procedures (SOPs) against actual associate movements, improving overall warehouse efficiency.
• Statistical Reporting: Programmed basic data visualization scripts using Matplotlib and Seaborn to generate weekly data accuracy and throughput reports for program managers.

Consultative Sales & Need Analysis Record-Breaking Revenue Achievements

• Academic Need Mapping: Conducted rigorous counseling sessions and need-analysis meetings with parents and students to identify learning gaps and educational challenges.
• Product Matchmaking: Pitched customized K-12 educational programs, learning apps, and premium course packages tailored to the student's specific academic requirements and budget.
• Lead Pipeline Management: Managed end-to-end B2C sales cycles, including lead generation, cold calling, conducting product demonstrations, and closing deals.
• Elite Training Performance: Set a benchmark performance record during the initial training phase by securing ₹1,90,000 (1.9 Lakhs) in product sales.
• High-Impact OJT Performance: Accelerated revenue generation during the On-the-Job Training (OJT) period, driving ₹2,30,000 (2.3 Lakhs) in sales within a single month.
• Target Achievement: Consistently ranked among the top performers in the cohort, maintaining high velocity closing rates under tight, performance-driven weekly milestones.